From 78779fc8da87f5231bd743a86f1fcce0551a4653 Mon Sep 17 00:00:00 2001 From: overcuriousity Date: Thu, 31 Jul 2025 16:33:58 +0200 Subject: [PATCH 01/10] embeddings branch --- .env.example | 61 +++++++++++++++++++++++++++++++++------------------- 1 file changed, 39 insertions(+), 22 deletions(-) diff --git a/.env.example b/.env.example index 7b393e6..dfb7b46 100644 --- a/.env.example +++ b/.env.example @@ -2,34 +2,51 @@ # ForensicPathways Environment Configuration # =========================================== -# Authentication & OIDC (Required) -AUTH_SECRET=change-this-to-a-strong-secret-key-in-production +# === Authentication Configuration === +AUTHENTICATION_NECESSARY=false +AUTHENTICATION_NECESSARY_CONTRIBUTIONS=false +AUTHENTICATION_NECESSARY_AI=false +AUTH_SECRET=your-secret-key-change-in-production + +# OIDC Configuration (if authentication enabled) OIDC_ENDPOINT=https://your-oidc-provider.com -OIDC_CLIENT_ID=your-oidc-client-id -OIDC_CLIENT_SECRET=your-oidc-client-secret +OIDC_CLIENT_ID=your-client-id +OIDC_CLIENT_SECRET=your-client-secret -# Auth Scopes - set to true in prod -AUTHENTICATION_NECESSARY_CONTRIBUTIONS=true -AUTHENTICATION_NECESSARY_AI=true +# === AI Configuration === -# Application Configuration (Required) -PUBLIC_BASE_URL=https://your-domain.com -NODE_ENV=production +# Selector AI (for selection stage, choode a good model) +AI_SELECTOR_ENDPOINT=https://llm.mikoshi.de +AI_SELECTOR_API_KEY=sk-DzREDACTEDHA +AI_SELECTOR_MODEL=mistral/mistral-medium-latest -# AI Service Configuration (Required for AI features) -AI_MODEL=mistral-large-latest -AI_API_ENDPOINT=https://api.mistral.ai -AI_API_KEY=your-mistral-api-key -AI_RATE_LIMIT_DELAY_MS=1000 +# Analyzer AI (for analysis stage, choose a smaller model) +AI_ANALYZER_ENDPOINT=https://llm.mikoshi.de +AI_ANALYZER_API_KEY=sk-DzREDACTEDnHA +AI_ANALYZER_MODEL=mistral/mistral-small-latest -# Git Integration (Required for contributions) -GIT_REPO_URL=https://git.cc24.dev/mstoeck3/forensic-pathways -GIT_PROVIDER=gitea -GIT_API_ENDPOINT=https://git.cc24.dev/api/v1 -GIT_API_TOKEN=your-git-api-token +# === Embeddings Configuration === +# Enable/disable semantic embeddings pre-selection +AI_EMBEDDINGS_ENABLED=true -# File Upload Configuration (Optional) -LOCAL_UPLOAD_PATH=./public/uploads +# Embeddings API (Mistral recommended) +AI_EMBEDDINGS_ENDPOINT=https://api.mistral.ai/v1/embeddings +AI_EMBEDDINGS_API_KEY=ZSpREDACTED3wL +AI_EMBEDDINGS_MODEL=mistral-embed + +# Embeddings performance settings +AI_EMBEDDINGS_BATCH_SIZE=20 +AI_EMBEDDINGS_BATCH_DELAY_MS=1000 +AI_EMBEDDING_CANDIDATES=30 +AI_SIMILARITY_THRESHOLD=0.3 + +# === AI Processing Configuration === +AI_MAX_SELECTED_ITEMS=15 +AI_RATE_LIMIT_DELAY_MS=2000 + +# === Application Configuration === +PUBLIC_BASE_URL=http://localhost:4321 +NODE_ENV=development # Nextcloud Integration (Optional) NEXTCLOUD_ENDPOINT=https://your-nextcloud.com From 895c476476700ecf659e4b437109fd31027b03ff Mon Sep 17 00:00:00 2001 From: overcuriousity Date: Thu, 31 Jul 2025 16:41:38 +0200 Subject: [PATCH 02/10] progress --- .astro/data-store.json | 2 +- data/embeddings.json | 117075 +++++++++++++++++++++++ src/pages/api/ai/embeddings.status.ts | 22 + src/pages/api/ai/enhance-input.ts | 76 +- src/pages/api/ai/query.ts | 355 +- src/utils/aiPipeline.ts | 521 + src/utils/dataService.ts | 30 +- src/utils/embeddings.ts | 259 + 8 files changed, 117978 insertions(+), 362 deletions(-) create mode 100644 data/embeddings.json create mode 100644 src/pages/api/ai/embeddings.status.ts create mode 100644 src/utils/aiPipeline.ts create mode 100644 src/utils/embeddings.ts diff --git a/.astro/data-store.json b/.astro/data-store.json index c143cad..c4d4215 100644 --- a/.astro/data-store.json +++ b/.astro/data-store.json @@ -1 +1 @@ -[["Map",1,2,7,8],"meta::meta",["Map",3,4,5,6],"astro-version","5.12.3","astro-config-digest","{\"root\":{},\"srcDir\":{},\"publicDir\":{},\"outDir\":{},\"cacheDir\":{},\"compressHTML\":true,\"base\":\"/\",\"trailingSlash\":\"ignore\",\"output\":\"server\",\"scopedStyleStrategy\":\"attribute\",\"build\":{\"format\":\"directory\",\"client\":{},\"server\":{},\"assets\":\"_astro\",\"serverEntry\":\"entry.mjs\",\"redirects\":true,\"inlineStylesheets\":\"auto\",\"concurrency\":1},\"server\":{\"open\":false,\"host\":true,\"port\":4321,\"streaming\":true,\"allowedHosts\":[]},\"redirects\":{},\"image\":{\"endpoint\":{\"route\":\"/_image\",\"entrypoint\":\"astro/assets/endpoint/node\"},\"service\":{\"entrypoint\":\"astro/assets/services/sharp\",\"config\":{}},\"domains\":[],\"remotePatterns\":[],\"responsiveStyles\":false},\"devToolbar\":{\"enabled\":true},\"markdown\":{\"syntaxHighlight\":{\"type\":\"shiki\",\"excludeLangs\":[\"math\"]},\"shikiConfig\":{\"langs\":[],\"langAlias\":{},\"theme\":\"github-dark\",\"themes\":{},\"wrap\":false,\"transformers\":[]},\"remarkPlugins\":[],\"rehypePlugins\":[],\"remarkRehype\":{},\"gfm\":true,\"smartypants\":true},\"security\":{\"checkOrigin\":true},\"env\":{\"schema\":{},\"validateSecrets\":false},\"experimental\":{\"clientPrerender\":false,\"contentIntellisense\":false,\"headingIdCompat\":false,\"preserveScriptOrder\":false,\"liveContentCollections\":false,\"csp\":false,\"rawEnvValues\":false},\"legacy\":{\"collections\":false},\"session\":{\"driver\":\"fs-lite\",\"options\":{\"base\":\"/var/home/user01/Projekte/forensic-pathways/node_modules/.astro/sessions\"}}}","knowledgebase",["Map",9,10,100,101,149,150,223,224,288,289,344,345],"misp",{"id":9,"data":11,"body":35,"filePath":36,"digest":37,"rendered":38,"legacyId":99},{"title":12,"tool_name":13,"description":14,"last_updated":15,"author":16,"difficulty":17,"categories":18,"tags":24,"sections":31,"review_status":34},"MISP - Plattform für Threat Intelligence Sharing","MISP","Das Rückgrat des modernen Threat-Intelligence-Sharings mit über 40.000 aktiven Instanzen weltweit.",["Date","2025-07-20T00:00:00.000Z"],"Claude 4 Sonnet","intermediate",[19,20,21,22,23],"incident-response","static-investigations","malware-analysis","network-forensics","cloud-forensics",[25,26,27,28,29,30],"web-based","threat-intelligence","api","correlation","ioc-sharing","automation",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":33},true,false,"published","> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\n**MISP (Malware Information Sharing Platform & Threat Sharing)** ist eine freie Open-Source-Plattform zur strukturierten Erfassung, Speicherung, Analyse und gemeinsamen Nutzung von Cyber-Bedrohungsdaten. Mit über 40.000 Instanzen weltweit ist MISP der De-facto-Standard für den Austausch von Indicators of Compromise (IoCs) und Threat Intelligence zwischen CERTs, SOCs, Strafverfolgungsbehörden und anderen sicherheitsrelevanten Organisationen.\n\nDie föderierte Architektur ermöglicht einen kontrollierten, dezentralen Austausch von Informationen über vertrauenswürdige Partner hinweg. Durch Taxonomien, Tags und integrierte APIs ist eine automatische Anreicherung, Korrelation und Verarbeitung von Informationen in SIEMs, Firewalls oder Endpoint-Lösungen möglich.\n\n## Installation\n\n### Voraussetzungen\n\n- **Server-Betriebssystem:** Linux (empfohlen: Debian/Ubuntu)\n- **Abhängigkeiten:** MariaDB/MySQL, PHP, Apache/Nginx, Redis\n- **Ressourcen:** Mindestens 4 GB RAM, SSD empfohlen\n\n### Installationsschritte\n\n```bash\n# Beispiel für Debian/Ubuntu:\nsudo apt update && sudo apt install -y curl gnupg git python3 python3-pip redis-server mariadb-server apache2 php libapache2-mod-php\n\n# MISP klonen\ngit clone https://github.com/MISP/MISP.git /var/www/MISP\n\n# Setup-Skript nutzen\ncd /var/www/MISP && bash INSTALL/INSTALL.debian.sh\n````\n\nWeitere Details: [Offizielle Installationsanleitung](https://misp.github.io/MISP/INSTALL.debian/)\n\n## Konfiguration\n\n### Webserver\n\n* HTTPS aktivieren (Let's Encrypt oder Reverse Proxy)\n* PHP-Konfiguration anpassen (`upload_max_filesize`, `memory_limit`, `post_max_size`)\n\n### Benutzerrollen\n\n* Administrator, Org-Admin, Analyst etc.\n* Zugriffsbeschränkungen nach Organisation/Feed definierbar\n\n### Feeds und Galaxies\n\n* Aktivierung von Feeds (z. B. CIRCL, Abuse.ch, OpenCTI)\n* Nutzung von Galaxies zur Klassifizierung (APT-Gruppen, Malware-Familien)\n\n## Verwendungsbeispiele\n\n### Beispiel 1: Import von IoCs aus externem Feed\n\n1. Feed aktivieren unter **Administration → List Feeds**\n2. Feed synchronisieren\n3. Ereignisse durchsuchen, analysieren, ggf. mit eigenen Daten korrelieren\n\n### Beispiel 2: Automatisierte Anbindung an SIEM\n\n* REST-API-Token erstellen\n* API-Calls zur Abfrage neuer Events (z. B. mit Python, Logstash oder MISP Workbench)\n* Integration in Security-Systeme über JSON/STIX export\n\n## Best Practices\n\n* Regelmäßige Backups der Datenbank\n* Taxonomien konsistent verwenden\n* Nutzung der Sighting-Funktion zur Validierung von IoCs\n* Vertrauensstufen (TLP, PAP) korrekt setzen\n* Nicht nur konsumieren – auch teilen!\n\n## Troubleshooting\n\n### Problem: MISP-Feeds laden nicht\n\n**Lösung:**\n\n* Internetverbindung prüfen\n* Cronjobs aktiv?\n* Logs prüfen: `/var/www/MISP/app/tmp/logs/error.log`\n\n### Problem: API gibt 403 zurück\n\n**Lösung:**\n\n* Ist der API-Key korrekt und aktiv?\n* Rechte des Benutzers überprüfen\n* IP-Filter im MISP-Backend beachten\n\n### Problem: Hohe Datenbanklast\n\n**Lösung:**\n\n* Indizes optimieren\n* Redis aktivieren\n* Alte Events regelmäßig archivieren oder löschen\n\n## Weiterführende Themen\n\n* STIX2-Import/Export\n* Erweiterungen mit MISP Modules (z. B. für Virustotal, YARA)\n* Föderierte Netzwerke und Community-Portale\n* Integration mit OpenCTI oder TheHive\n\n---\n\n**Links:**\n\n* 🌐 [Offizielle Projektseite](https://misp-project.org/)\n* 📦 [CC24-MISP-Instanz](https://misp.cc24.dev)\n* 📊 [Status-Monitoring](https://status.mikoshi.de/api/badge/34/status)\n\nLizenz: **AGPL-3.0**","src/content/knowledgebase/misp.md","35930fa919a46964",{"html":39,"metadata":40},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>\u003Cstrong>MISP (Malware Information Sharing Platform & Threat Sharing)\u003C/strong> ist eine freie Open-Source-Plattform zur strukturierten Erfassung, Speicherung, Analyse und gemeinsamen Nutzung von Cyber-Bedrohungsdaten. Mit über 40.000 Instanzen weltweit ist MISP der De-facto-Standard für den Austausch von Indicators of Compromise (IoCs) und Threat Intelligence zwischen CERTs, SOCs, Strafverfolgungsbehörden und anderen sicherheitsrelevanten Organisationen.\u003C/p>\n\u003Cp>Die föderierte Architektur ermöglicht einen kontrollierten, dezentralen Austausch von Informationen über vertrauenswürdige Partner hinweg. Durch Taxonomien, Tags und integrierte APIs ist eine automatische Anreicherung, Korrelation und Verarbeitung von Informationen in SIEMs, Firewalls oder Endpoint-Lösungen möglich.\u003C/p>\n\u003Ch2 id=\"installation\">Installation\u003C/h2>\n\u003Ch3 id=\"voraussetzungen\">Voraussetzungen\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Cstrong>Server-Betriebssystem:\u003C/strong> Linux (empfohlen: Debian/Ubuntu)\u003C/li>\n\u003Cli>\u003Cstrong>Abhängigkeiten:\u003C/strong> MariaDB/MySQL, PHP, Apache/Nginx, Redis\u003C/li>\n\u003Cli>\u003Cstrong>Ressourcen:\u003C/strong> Mindestens 4 GB RAM, SSD empfohlen\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"installationsschritte\">Installationsschritte\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Beispiel für Debian/Ubuntu:\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -y\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> curl\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> gnupg\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> python3-pip\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> redis-server\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mariadb-server\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apache2\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> libapache2-mod-php\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># MISP klonen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/MISP/MISP.git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/MISP\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Setup-Skript nutzen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/MISP\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">bash\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> INSTALL/INSTALL.debian.sh\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Weitere Details: \u003Ca href=\"https://misp.github.io/MISP/INSTALL.debian/\">Offizielle Installationsanleitung\u003C/a>\u003C/p>\n\u003Ch2 id=\"konfiguration\">Konfiguration\u003C/h2>\n\u003Ch3 id=\"webserver\">Webserver\u003C/h3>\n\u003Cul>\n\u003Cli>HTTPS aktivieren (Let’s Encrypt oder Reverse Proxy)\u003C/li>\n\u003Cli>PHP-Konfiguration anpassen (\u003Ccode>upload_max_filesize\u003C/code>, \u003Ccode>memory_limit\u003C/code>, \u003Ccode>post_max_size\u003C/code>)\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"benutzerrollen\">Benutzerrollen\u003C/h3>\n\u003Cul>\n\u003Cli>Administrator, Org-Admin, Analyst etc.\u003C/li>\n\u003Cli>Zugriffsbeschränkungen nach Organisation/Feed definierbar\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"feeds-und-galaxies\">Feeds und Galaxies\u003C/h3>\n\u003Cul>\n\u003Cli>Aktivierung von Feeds (z. B. CIRCL, Abuse.ch, OpenCTI)\u003C/li>\n\u003Cli>Nutzung von Galaxies zur Klassifizierung (APT-Gruppen, Malware-Familien)\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"beispiel-1-import-von-iocs-aus-externem-feed\">Beispiel 1: Import von IoCs aus externem Feed\u003C/h3>\n\u003Col>\n\u003Cli>Feed aktivieren unter \u003Cstrong>Administration → List Feeds\u003C/strong>\u003C/li>\n\u003Cli>Feed synchronisieren\u003C/li>\n\u003Cli>Ereignisse durchsuchen, analysieren, ggf. mit eigenen Daten korrelieren\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"beispiel-2-automatisierte-anbindung-an-siem\">Beispiel 2: Automatisierte Anbindung an SIEM\u003C/h3>\n\u003Cul>\n\u003Cli>REST-API-Token erstellen\u003C/li>\n\u003Cli>API-Calls zur Abfrage neuer Events (z. B. mit Python, Logstash oder MISP Workbench)\u003C/li>\n\u003Cli>Integration in Security-Systeme über JSON/STIX export\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>Regelmäßige Backups der Datenbank\u003C/li>\n\u003Cli>Taxonomien konsistent verwenden\u003C/li>\n\u003Cli>Nutzung der Sighting-Funktion zur Validierung von IoCs\u003C/li>\n\u003Cli>Vertrauensstufen (TLP, PAP) korrekt setzen\u003C/li>\n\u003Cli>Nicht nur konsumieren – auch teilen!\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"troubleshooting\">Troubleshooting\u003C/h2>\n\u003Ch3 id=\"problem-misp-feeds-laden-nicht\">Problem: MISP-Feeds laden nicht\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Internetverbindung prüfen\u003C/li>\n\u003Cli>Cronjobs aktiv?\u003C/li>\n\u003Cli>Logs prüfen: \u003Ccode>/var/www/MISP/app/tmp/logs/error.log\u003C/code>\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"problem-api-gibt-403-zurück\">Problem: API gibt 403 zurück\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Ist der API-Key korrekt und aktiv?\u003C/li>\n\u003Cli>Rechte des Benutzers überprüfen\u003C/li>\n\u003Cli>IP-Filter im MISP-Backend beachten\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"problem-hohe-datenbanklast\">Problem: Hohe Datenbanklast\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Indizes optimieren\u003C/li>\n\u003Cli>Redis aktivieren\u003C/li>\n\u003Cli>Alte Events regelmäßig archivieren oder löschen\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Cul>\n\u003Cli>STIX2-Import/Export\u003C/li>\n\u003Cli>Erweiterungen mit MISP Modules (z. B. für Virustotal, YARA)\u003C/li>\n\u003Cli>Föderierte Netzwerke und Community-Portale\u003C/li>\n\u003Cli>Integration mit OpenCTI oder TheHive\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cp>\u003Cstrong>Links:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>🌐 \u003Ca href=\"https://misp-project.org/\">Offizielle Projektseite\u003C/a>\u003C/li>\n\u003Cli>📦 \u003Ca href=\"https://misp.cc24.dev\">CC24-MISP-Instanz\u003C/a>\u003C/li>\n\u003Cli>📊 \u003Ca href=\"https://status.mikoshi.de/api/badge/34/status\">Status-Monitoring\u003C/a>\u003C/li>\n\u003C/ul>\n\u003Cp>Lizenz: \u003Cstrong>AGPL-3.0\u003C/strong>\u003C/p>",{"headings":41,"localImagePaths":96,"remoteImagePaths":97,"frontmatter":11,"imagePaths":98},[42,46,50,54,57,60,63,66,69,72,75,78,81,84,87,90,93],{"depth":43,"slug":44,"text":45},1,"übersicht","Übersicht",{"depth":47,"slug":48,"text":49},2,"installation","Installation",{"depth":51,"slug":52,"text":53},3,"voraussetzungen","Voraussetzungen",{"depth":51,"slug":55,"text":56},"installationsschritte","Installationsschritte",{"depth":47,"slug":58,"text":59},"konfiguration","Konfiguration",{"depth":51,"slug":61,"text":62},"webserver","Webserver",{"depth":51,"slug":64,"text":65},"benutzerrollen","Benutzerrollen",{"depth":51,"slug":67,"text":68},"feeds-und-galaxies","Feeds und Galaxies",{"depth":47,"slug":70,"text":71},"verwendungsbeispiele","Verwendungsbeispiele",{"depth":51,"slug":73,"text":74},"beispiel-1-import-von-iocs-aus-externem-feed","Beispiel 1: Import von IoCs aus externem Feed",{"depth":51,"slug":76,"text":77},"beispiel-2-automatisierte-anbindung-an-siem","Beispiel 2: Automatisierte Anbindung an SIEM",{"depth":47,"slug":79,"text":80},"best-practices","Best Practices",{"depth":47,"slug":82,"text":83},"troubleshooting","Troubleshooting",{"depth":51,"slug":85,"text":86},"problem-misp-feeds-laden-nicht","Problem: MISP-Feeds laden nicht",{"depth":51,"slug":88,"text":89},"problem-api-gibt-403-zurück","Problem: API gibt 403 zurück",{"depth":51,"slug":91,"text":92},"problem-hohe-datenbanklast","Problem: Hohe Datenbanklast",{"depth":47,"slug":94,"text":95},"weiterführende-themen","Weiterführende Themen",[],[],[],"misp.md","regular-expressions-regex",{"id":100,"data":102,"body":116,"filePath":117,"digest":118,"rendered":119,"legacyId":148},{"title":103,"tool_name":104,"description":105,"last_updated":106,"author":16,"difficulty":17,"categories":107,"tags":109,"sections":115,"review_status":34},"Regular Expressions (Regex) – Musterbasierte Textanalyse","Regular Expressions (Regex)","Pattern matching language für Suche, Extraktion und Manipulation von Text in forensischen Analysen.",["Date","2025-07-20T00:00:00.000Z"],[19,21,22,108],"fraud-investigation",[110,111,112,113,114],"pattern-matching","text-processing","log-analysis","string-manipulation","search-algorithms",{"overview":32,"installation":33,"configuration":33,"usage_examples":32,"best_practices":32,"troubleshooting":33,"advanced_topics":32},"> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\n**Regular Expressions (Regex)** sind ein leistungsfähiges Werkzeug zur Erkennung, Extraktion und Transformation von Zeichenfolgen anhand vordefinierter Muster. In der digitalen Forensik sind Regex-Ausdrücke unverzichtbar: Sie helfen beim Auffinden von IP-Adressen, Hash-Werten, Dateipfaden, Malware-Signaturen oder Kreditkartennummern in großen Mengen unstrukturierter Daten wie Logdateien, Netzwerktraces oder Memory Dumps.\n\nRegex ist nicht auf eine bestimmte Plattform oder Software beschränkt – es wird in nahezu allen gängigen Programmiersprachen, Texteditoren und forensischen Tools unterstützt.\n\n## Verwendungsbeispiele\n\n### 1. IP-Adressen extrahieren\n\n```regex\n\\b(?:\\d{1,3}\\.){3}\\d{1,3}\\b\n````\n\nVerwendung:\n\n* Finden von IP-Adressen in Firewall-Logs oder Packet Captures.\n* Beispiel-Zeile:\n\n ```\n Connection from 192.168.1.101 to port 443 established\n ```\n\n### 2. E-Mail-Adressen identifizieren\n\n```regex\n[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\\.[a-zA-Z]{2,}\n```\n\nVerwendung:\n\n* Erkennung von kompromittierten Accounts in Phishing-E-Mails.\n* Analyse von Useraktivitäten oder Kommunikationsverläufen.\n\n### 3. Hash-Werte erkennen (z. B. SHA-256)\n\n```regex\n\\b[A-Fa-f0-9]{64}\\b\n```\n\nVerwendung:\n\n* Extraktion von Malware-Hashes aus Memory Dumps oder YARA-Logs.\n\n### 4. Zeitstempel in Logdateien extrahieren\n\n```regex\n\\d{4}-\\d{2}-\\d{2}[ T]\\d{2}:\\d{2}:\\d{2}\n```\n\nVerwendung:\n\n* Zeitsensitive Korrelationsanalysen (z. B. bei Intrusion Detection oder Timeline-Rekonstruktionen).\n\n## Best Practices\n\n* **Regex testen**: Nutze Plattformen wie [regexr.com](https://regexr.com/) oder [regex101.com](https://regex101.com/) zur Validierung.\n* **Performance beachten**: Komplexe Ausdrücke können ineffizient sein und Systeme verlangsamen – verwende Lazy Quantifiers (`*?`, `+?`) bei Bedarf.\n* **Escape-Zeichen korrekt anwenden**: Spezielle Zeichen wie `.` oder `\\` müssen bei Bedarf mit `\\\\` oder `\\.` maskiert werden.\n* **Portabilität prüfen**: Unterschiedliche Regex-Engines (z. B. Python `re`, PCRE, JavaScript) interpretieren manche Syntax leicht unterschiedlich.\n* **Lesbarkeit fördern**: Verwende benannte Gruppen (`(?P\u003Cname>...)`) und Kommentare (`(?x)`), um reguläre Ausdrücke besser wartbar zu machen.\n\n## Weiterführende Themen\n\n### Lookaheads und Lookbehinds\n\nMit **Lookaheads** (`(?=...)`) und **Lookbehinds** (`(?\u003C=...)`) können Bedingungen formuliert werden, ohne dass der Text Teil des Matchs wird.\n\nBeispiel: Alle `.exe`-Dateinamen **ohne** das Wort `safe` davor matchen:\n\n```regex\n(?\u003C!safe\\s)[\\w-]+\\.exe\n```\n\n### Regex in Forensik-Tools\n\n* **YARA**: Unterstützt Regex zur Erstellung von Malware-Signaturen.\n* **Wireshark**: Filtert Payloads anhand von Regex-ähnlicher Syntax.\n* **Splunk & ELK**: Verwenden Regex für Logparsing und Visualisierung.\n* **Volatility Plugins**: Extrahieren Artefakte mit Regex-basierten Scans.\n\n---\n\n> 🔤 **Regex ist ein universelles Werkzeug für Analysten, Ermittler und Entwickler, um versteckte Informationen schnell und flexibel aufzuspüren.**\n>\n> Nutze es überall dort, wo Textdaten eine Rolle spielen.","src/content/knowledgebase/regular-expressions-regex.md","247bcf48ebdc9ba0",{"html":120,"metadata":121},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>\u003Cstrong>Regular Expressions (Regex)\u003C/strong> sind ein leistungsfähiges Werkzeug zur Erkennung, Extraktion und Transformation von Zeichenfolgen anhand vordefinierter Muster. In der digitalen Forensik sind Regex-Ausdrücke unverzichtbar: Sie helfen beim Auffinden von IP-Adressen, Hash-Werten, Dateipfaden, Malware-Signaturen oder Kreditkartennummern in großen Mengen unstrukturierter Daten wie Logdateien, Netzwerktraces oder Memory Dumps.\u003C/p>\n\u003Cp>Regex ist nicht auf eine bestimmte Plattform oder Software beschränkt – es wird in nahezu allen gängigen Programmiersprachen, Texteditoren und forensischen Tools unterstützt.\u003C/p>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"1-ip-adressen-extrahieren\">1. IP-Adressen extrahieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">\\b(?:\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{1,3}\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\.)\u003C/span>\u003Cspan style=\"color:#F97583\">{3}\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{1,3}\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\b\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Verwendung:\u003C/p>\n\u003Cul>\n\u003Cli>\n\u003Cp>Finden von IP-Adressen in Firewall-Logs oder Packet Captures.\u003C/p>\n\u003C/li>\n\u003Cli>\n\u003Cp>Beispiel-Zeile:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan>Connection from 192.168.1.101 to port 443 established\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"2-e-mail-adressen-identifizieren\">2. E-Mail-Adressen identifizieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">[a-zA-Z0-9._%+-]\u003C/span>\u003Cspan style=\"color:#F97583\">+\u003C/span>\u003Cspan style=\"color:#DBEDFF\">@\u003C/span>\u003Cspan style=\"color:#79B8FF\">[a-zA-Z0-9.-]\u003C/span>\u003Cspan style=\"color:#F97583\">+\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\.[a-zA-Z]\u003C/span>\u003Cspan style=\"color:#F97583\">{2,}\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Verwendung:\u003C/p>\n\u003Cul>\n\u003Cli>Erkennung von kompromittierten Accounts in Phishing-E-Mails.\u003C/li>\n\u003Cli>Analyse von Useraktivitäten oder Kommunikationsverläufen.\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"3-hash-werte-erkennen-zb-sha-256\">3. Hash-Werte erkennen (z. B. SHA-256)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">\\b[A-Fa-f0-9]\u003C/span>\u003Cspan style=\"color:#F97583\">{64}\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\b\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Verwendung:\u003C/p>\n\u003Cul>\n\u003Cli>Extraktion von Malware-Hashes aus Memory Dumps oder YARA-Logs.\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"4-zeitstempel-in-logdateien-extrahieren\">4. Zeitstempel in Logdateien extrahieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{4}\u003C/span>\u003Cspan style=\"color:#DBEDFF\">-\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003Cspan style=\"color:#DBEDFF\">-\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003Cspan style=\"color:#79B8FF\">[ T]\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003Cspan style=\"color:#DBEDFF\">:\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003Cspan style=\"color:#DBEDFF\">:\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Verwendung:\u003C/p>\n\u003Cul>\n\u003Cli>Zeitsensitive Korrelationsanalysen (z. B. bei Intrusion Detection oder Timeline-Rekonstruktionen).\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Regex testen\u003C/strong>: Nutze Plattformen wie \u003Ca href=\"https://regexr.com/\">regexr.com\u003C/a> oder \u003Ca href=\"https://regex101.com/\">regex101.com\u003C/a> zur Validierung.\u003C/li>\n\u003Cli>\u003Cstrong>Performance beachten\u003C/strong>: Komplexe Ausdrücke können ineffizient sein und Systeme verlangsamen – verwende Lazy Quantifiers (\u003Ccode>*?\u003C/code>, \u003Ccode>+?\u003C/code>) bei Bedarf.\u003C/li>\n\u003Cli>\u003Cstrong>Escape-Zeichen korrekt anwenden\u003C/strong>: Spezielle Zeichen wie \u003Ccode>.\u003C/code> oder \u003Ccode>\\\u003C/code> müssen bei Bedarf mit \u003Ccode>\\\\\u003C/code> oder \u003Ccode>\\.\u003C/code> maskiert werden.\u003C/li>\n\u003Cli>\u003Cstrong>Portabilität prüfen\u003C/strong>: Unterschiedliche Regex-Engines (z. B. Python \u003Ccode>re\u003C/code>, PCRE, JavaScript) interpretieren manche Syntax leicht unterschiedlich.\u003C/li>\n\u003Cli>\u003Cstrong>Lesbarkeit fördern\u003C/strong>: Verwende benannte Gruppen (\u003Ccode>(?P<name>...)\u003C/code>) und Kommentare (\u003Ccode>(?x)\u003C/code>), um reguläre Ausdrücke besser wartbar zu machen.\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Ch3 id=\"lookaheads-und-lookbehinds\">Lookaheads und Lookbehinds\u003C/h3>\n\u003Cp>Mit \u003Cstrong>Lookaheads\u003C/strong> (\u003Ccode>(?=...)\u003C/code>) und \u003Cstrong>Lookbehinds\u003C/strong> (\u003Ccode>(?<=...)\u003C/code>) können Bedingungen formuliert werden, ohne dass der Text Teil des Matchs wird.\u003C/p>\n\u003Cp>Beispiel: Alle \u003Ccode>.exe\u003C/code>-Dateinamen \u003Cstrong>ohne\u003C/strong> das Wort \u003Ccode>safe\u003C/code> davor matchen:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\">(?<!\u003C/span>\u003Cspan style=\"color:#DBEDFF\">safe\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\s\u003C/span>\u003Cspan style=\"color:#F97583\">)\u003C/span>\u003Cspan style=\"color:#79B8FF\">[\\w-]\u003C/span>\u003Cspan style=\"color:#F97583\">+\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\.\u003C/span>\u003Cspan style=\"color:#DBEDFF\">exe\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"regex-in-forensik-tools\">Regex in Forensik-Tools\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Cstrong>YARA\u003C/strong>: Unterstützt Regex zur Erstellung von Malware-Signaturen.\u003C/li>\n\u003Cli>\u003Cstrong>Wireshark\u003C/strong>: Filtert Payloads anhand von Regex-ähnlicher Syntax.\u003C/li>\n\u003Cli>\u003Cstrong>Splunk & ELK\u003C/strong>: Verwenden Regex für Logparsing und Visualisierung.\u003C/li>\n\u003Cli>\u003Cstrong>Volatility Plugins\u003C/strong>: Extrahieren Artefakte mit Regex-basierten Scans.\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cblockquote>\n\u003Cp>🔤 \u003Cstrong>Regex ist ein universelles Werkzeug für Analysten, Ermittler und Entwickler, um versteckte Informationen schnell und flexibel aufzuspüren.\u003C/strong>\u003C/p>\n\u003Cp>Nutze es überall dort, wo Textdaten eine Rolle spielen.\u003C/p>\n\u003C/blockquote>",{"headings":122,"localImagePaths":145,"remoteImagePaths":146,"frontmatter":102,"imagePaths":147},[123,124,125,128,131,134,137,138,139,142],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":70,"text":71},{"depth":51,"slug":126,"text":127},"1-ip-adressen-extrahieren","1. IP-Adressen extrahieren",{"depth":51,"slug":129,"text":130},"2-e-mail-adressen-identifizieren","2. E-Mail-Adressen identifizieren",{"depth":51,"slug":132,"text":133},"3-hash-werte-erkennen-zb-sha-256","3. Hash-Werte erkennen (z. B. SHA-256)",{"depth":51,"slug":135,"text":136},"4-zeitstempel-in-logdateien-extrahieren","4. Zeitstempel in Logdateien extrahieren",{"depth":47,"slug":79,"text":80},{"depth":47,"slug":94,"text":95},{"depth":51,"slug":140,"text":141},"lookaheads-und-lookbehinds","Lookaheads und Lookbehinds",{"depth":51,"slug":143,"text":144},"regex-in-forensik-tools","Regex in Forensik-Tools",[],[],[],"regular-expressions-regex.md","kali-linux",{"id":149,"data":151,"body":166,"filePath":167,"digest":168,"rendered":169,"legacyId":222},{"title":152,"tool_name":153,"description":154,"last_updated":155,"author":16,"difficulty":17,"categories":156,"tags":159,"sections":165,"review_status":34},"Kali Linux - Die Hacker-Distribution für Forensik & Penetration Testing","Kali Linux","Leitfaden zur Installation, Nutzung und Best Practices für Kali Linux – die All-in-One-Plattform für Security-Profis.",["Date","2025-07-20T00:00:00.000Z"],[19,157,158],"forensics","penetration-testing",[160,161,158,162,163,164],"live-boot","tool-collection","forensics-suite","virtualization","arm-support",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":32},"> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\nKali Linux ist eine auf Debian basierende Linux-Distribution, die speziell für Penetration Testing, digitale Forensik, Reverse Engineering und Incident Response entwickelt wurde. Mit über 600 vorinstallierten Tools ist sie ein unverzichtbares Werkzeug für Security-Experten, Ermittler und forensische Analysten. Die Live-Boot-Funktion erlaubt es, Systeme ohne Spuren zu hinterlassen zu analysieren – ideal für forensische Untersuchungen.\n\n## Installation\n\n### Option 1: Live-System (USB/DVD)\n\n1. ISO-Image von [kali.org](https://www.kali.org/get-kali/) herunterladen.\n2. Mit **Rufus** oder **balenaEtcher** auf einen USB-Stick schreiben.\n3. Vom USB-Stick booten (ggf. Boot-Reihenfolge im BIOS anpassen).\n4. Kali kann direkt ohne Installation im Live-Modus verwendet werden.\n\n### Option 2: Installation auf Festplatte\n\n1. ISO-Image booten und **Graphical Install** wählen.\n2. Schritt-für-Schritt durch den Installationsassistenten navigieren:\n - Sprache, Zeitzone und Tastaturlayout auswählen\n - Partitionierung konfigurieren (automatisch oder manuell)\n - Benutzerkonten erstellen\n3. Nach Installation Neustart durchführen.\n\n### Option 3: Virtuelle Maschine (VM)\n\n- Offizielle VM-Images für VirtualBox und VMware von der [Kali-Website](https://www.kali.org/get-kali/#kali-virtual-machines)\n- Importieren, ggf. Netzwerkbrücke und Shared Folders aktivieren\n\n## Konfiguration\n\n### Netzwerkeinstellungen\n\n- Konfiguration über `nmtui` oder `/etc/network/interfaces`\n- VPN und Proxy-Integration über GUI oder Terminal\n\n### Updates & Paketquellen\n\n```bash\nsudo apt update && sudo apt full-upgrade\n````\n\n> Hinweis: `kali-rolling` ist die Standard-Distribution für kontinuierliche Updates.\n\n### Sprache & Lokalisierung\n\n```bash\nsudo dpkg-reconfigure locales\nsudo dpkg-reconfigure keyboard-configuration\n```\n\n## Verwendungsbeispiele\n\n### 1. Netzwerkscan mit Nmap\n\n```bash\nnmap -sS -T4 -A 192.168.1.0/24\n```\n\n### 2. Passwort-Cracking mit John the Ripper\n\n```bash\njohn --wordlist=/usr/share/wordlists/rockyou.txt hashes.txt\n```\n\n### 3. Forensik mit Autopsy\n\n```bash\nautopsy &\n```\n\n### 4. Android-Analyse mit MobSF (in Docker)\n\n```bash\ndocker pull opensecurity/mobile-security-framework-mobsf\ndocker run -it -p 8000:8000 mobsf\n```\n\n## Best Practices\n\n* Nutze immer **aktuelle Snapshots** oder VM-Clones vor gefährlichen Tests\n* Verwende separate Netzwerke (z. B. Host-only oder NAT) für Tests\n* Deaktiviere automatisches WLAN bei forensischen Analysen\n* Prüfe und aktualisiere regelmäßig Toolsets (`apt`, `git`, `pip`)\n* Halte deine ISO-Images versioniert für forensische Reproduzierbarkeit\n\n## Troubleshooting\n\n### Problem: Keine Internetverbindung nach Installation\n\n**Lösung:** Netzwerkadapter prüfen, ggf. mit `ifconfig` oder `ip a` überprüfen, DHCP aktivieren.\n\n### Problem: Tools fehlen nach Update\n\n**Lösung:** Tool-Gruppen wie `kali-linux-default` manuell nachinstallieren:\n\n```bash\nsudo apt install kali-linux-default\n```\n\n### Problem: „Permission Denied“ bei Tools\n\n**Lösung:** Root-Rechte nutzen oder mit `sudo` ausführen.\n\n## Weiterführende Themen\n\n* **Kustomisierung von Kali ISOs** mit `live-build`\n* **NetHunter**: Kali für mobile Geräte (Android)\n* **Kali Purple**: Defensive Security Suite\n* Integration mit **Cloud-Infrastrukturen** via WSL oder Azure\n\n---\n\n**Links & Ressourcen:**\n\n* Offizielle Website: [https://kali.org](https://kali.org/)\n* Dokumentation: [https://docs.kali.org/](https://docs.kali.org/)\n* GitLab Repo: [https://gitlab.com/kalilinux](https://gitlab.com/kalilinux)\n* Discord-Community: [https://discord.com/invite/kali-linux](https://discord.com/invite/kali-linux)","src/content/knowledgebase/kali-linux.md","09243ebc79d75dbc",{"html":170,"metadata":171},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>Kali Linux ist eine auf Debian basierende Linux-Distribution, die speziell für Penetration Testing, digitale Forensik, Reverse Engineering und Incident Response entwickelt wurde. Mit über 600 vorinstallierten Tools ist sie ein unverzichtbares Werkzeug für Security-Experten, Ermittler und forensische Analysten. Die Live-Boot-Funktion erlaubt es, Systeme ohne Spuren zu hinterlassen zu analysieren – ideal für forensische Untersuchungen.\u003C/p>\n\u003Ch2 id=\"installation\">Installation\u003C/h2>\n\u003Ch3 id=\"option-1-live-system-usbdvd\">Option 1: Live-System (USB/DVD)\u003C/h3>\n\u003Col>\n\u003Cli>ISO-Image von \u003Ca href=\"https://www.kali.org/get-kali/\">kali.org\u003C/a> herunterladen.\u003C/li>\n\u003Cli>Mit \u003Cstrong>Rufus\u003C/strong> oder \u003Cstrong>balenaEtcher\u003C/strong> auf einen USB-Stick schreiben.\u003C/li>\n\u003Cli>Vom USB-Stick booten (ggf. Boot-Reihenfolge im BIOS anpassen).\u003C/li>\n\u003Cli>Kali kann direkt ohne Installation im Live-Modus verwendet werden.\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"option-2-installation-auf-festplatte\">Option 2: Installation auf Festplatte\u003C/h3>\n\u003Col>\n\u003Cli>ISO-Image booten und \u003Cstrong>Graphical Install\u003C/strong> wählen.\u003C/li>\n\u003Cli>Schritt-für-Schritt durch den Installationsassistenten navigieren:\n\u003Cul>\n\u003Cli>Sprache, Zeitzone und Tastaturlayout auswählen\u003C/li>\n\u003Cli>Partitionierung konfigurieren (automatisch oder manuell)\u003C/li>\n\u003Cli>Benutzerkonten erstellen\u003C/li>\n\u003C/ul>\n\u003C/li>\n\u003Cli>Nach Installation Neustart durchführen.\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"option-3-virtuelle-maschine-vm\">Option 3: Virtuelle Maschine (VM)\u003C/h3>\n\u003Cul>\n\u003Cli>Offizielle VM-Images für VirtualBox und VMware von der \u003Ca href=\"https://www.kali.org/get-kali/#kali-virtual-machines\">Kali-Website\u003C/a>\u003C/li>\n\u003Cli>Importieren, ggf. Netzwerkbrücke und Shared Folders aktivieren\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"konfiguration\">Konfiguration\u003C/h2>\n\u003Ch3 id=\"netzwerkeinstellungen\">Netzwerkeinstellungen\u003C/h3>\n\u003Cul>\n\u003Cli>Konfiguration über \u003Ccode>nmtui\u003C/code> oder \u003Ccode>/etc/network/interfaces\u003C/code>\u003C/li>\n\u003Cli>VPN und Proxy-Integration über GUI oder Terminal\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"updates--paketquellen\">Updates & Paketquellen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> full-upgrade\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cblockquote>\n\u003Cp>Hinweis: \u003Ccode>kali-rolling\u003C/code> ist die Standard-Distribution für kontinuierliche Updates.\u003C/p>\n\u003C/blockquote>\n\u003Ch3 id=\"sprache--lokalisierung\">Sprache & Lokalisierung\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dpkg-reconfigure\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> locales\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dpkg-reconfigure\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> keyboard-configuration\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"1-netzwerkscan-mit-nmap\">1. Netzwerkscan mit Nmap\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">nmap\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -sS\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -T4\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -A\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 192.168.1.0/24\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"2-passwort-cracking-mit-john-the-ripper\">2. Passwort-Cracking mit John the Ripper\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">john\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --wordlist=/usr/share/wordlists/rockyou.txt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> hashes.txt\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"3-forensik-mit-autopsy\">3. Forensik mit Autopsy\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">autopsy\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> &\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"4-android-analyse-mit-mobsf-in-docker\">4. Android-Analyse mit MobSF (in Docker)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">docker\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> opensecurity/mobile-security-framework-mobsf\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">docker\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> run\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -it\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -p\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 8000:8000\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mobsf\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>Nutze immer \u003Cstrong>aktuelle Snapshots\u003C/strong> oder VM-Clones vor gefährlichen Tests\u003C/li>\n\u003Cli>Verwende separate Netzwerke (z. B. Host-only oder NAT) für Tests\u003C/li>\n\u003Cli>Deaktiviere automatisches WLAN bei forensischen Analysen\u003C/li>\n\u003Cli>Prüfe und aktualisiere regelmäßig Toolsets (\u003Ccode>apt\u003C/code>, \u003Ccode>git\u003C/code>, \u003Ccode>pip\u003C/code>)\u003C/li>\n\u003Cli>Halte deine ISO-Images versioniert für forensische Reproduzierbarkeit\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"troubleshooting\">Troubleshooting\u003C/h2>\n\u003Ch3 id=\"problem-keine-internetverbindung-nach-installation\">Problem: Keine Internetverbindung nach Installation\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> Netzwerkadapter prüfen, ggf. mit \u003Ccode>ifconfig\u003C/code> oder \u003Ccode>ip a\u003C/code> überprüfen, DHCP aktivieren.\u003C/p>\n\u003Ch3 id=\"problem-tools-fehlen-nach-update\">Problem: Tools fehlen nach Update\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> Tool-Gruppen wie \u003Ccode>kali-linux-default\u003C/code> manuell nachinstallieren:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> kali-linux-default\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"problem-permission-denied-bei-tools\">Problem: „Permission Denied“ bei Tools\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> Root-Rechte nutzen oder mit \u003Ccode>sudo\u003C/code> ausführen.\u003C/p>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Kustomisierung von Kali ISOs\u003C/strong> mit \u003Ccode>live-build\u003C/code>\u003C/li>\n\u003Cli>\u003Cstrong>NetHunter\u003C/strong>: Kali für mobile Geräte (Android)\u003C/li>\n\u003Cli>\u003Cstrong>Kali Purple\u003C/strong>: Defensive Security Suite\u003C/li>\n\u003Cli>Integration mit \u003Cstrong>Cloud-Infrastrukturen\u003C/strong> via WSL oder Azure\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cp>\u003Cstrong>Links & Ressourcen:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Offizielle Website: \u003Ca href=\"https://kali.org/\">https://kali.org\u003C/a>\u003C/li>\n\u003Cli>Dokumentation: \u003Ca href=\"https://docs.kali.org/\">https://docs.kali.org/\u003C/a>\u003C/li>\n\u003Cli>GitLab Repo: \u003Ca href=\"https://gitlab.com/kalilinux\">https://gitlab.com/kalilinux\u003C/a>\u003C/li>\n\u003Cli>Discord-Community: \u003Ca href=\"https://discord.com/invite/kali-linux\">https://discord.com/invite/kali-linux\u003C/a>\u003C/li>\n\u003C/ul>",{"headings":172,"localImagePaths":219,"remoteImagePaths":220,"frontmatter":151,"imagePaths":221},[173,174,175,178,181,184,185,188,191,194,195,198,201,204,207,208,209,212,215,218],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":48,"text":49},{"depth":51,"slug":176,"text":177},"option-1-live-system-usbdvd","Option 1: Live-System (USB/DVD)",{"depth":51,"slug":179,"text":180},"option-2-installation-auf-festplatte","Option 2: Installation auf Festplatte",{"depth":51,"slug":182,"text":183},"option-3-virtuelle-maschine-vm","Option 3: Virtuelle Maschine (VM)",{"depth":47,"slug":58,"text":59},{"depth":51,"slug":186,"text":187},"netzwerkeinstellungen","Netzwerkeinstellungen",{"depth":51,"slug":189,"text":190},"updates--paketquellen","Updates & Paketquellen",{"depth":51,"slug":192,"text":193},"sprache--lokalisierung","Sprache & Lokalisierung",{"depth":47,"slug":70,"text":71},{"depth":51,"slug":196,"text":197},"1-netzwerkscan-mit-nmap","1. Netzwerkscan mit Nmap",{"depth":51,"slug":199,"text":200},"2-passwort-cracking-mit-john-the-ripper","2. Passwort-Cracking mit John the Ripper",{"depth":51,"slug":202,"text":203},"3-forensik-mit-autopsy","3. Forensik mit Autopsy",{"depth":51,"slug":205,"text":206},"4-android-analyse-mit-mobsf-in-docker","4. Android-Analyse mit MobSF (in Docker)",{"depth":47,"slug":79,"text":80},{"depth":47,"slug":82,"text":83},{"depth":51,"slug":210,"text":211},"problem-keine-internetverbindung-nach-installation","Problem: Keine Internetverbindung nach Installation",{"depth":51,"slug":213,"text":214},"problem-tools-fehlen-nach-update","Problem: Tools fehlen nach Update",{"depth":51,"slug":216,"text":217},"problem-permission-denied-bei-tools","Problem: „Permission Denied“ bei Tools",{"depth":47,"slug":94,"text":95},[],[],[],"kali-linux.md","velociraptor",{"id":223,"data":225,"body":239,"filePath":240,"digest":241,"rendered":242,"legacyId":287},{"title":226,"tool_name":227,"description":228,"last_updated":229,"author":16,"difficulty":230,"categories":231,"tags":232,"sections":238,"review_status":34},"Velociraptor – Skalierbare Endpoint-Forensik mit VQL","Velociraptor","Detaillierte Anleitung und Best Practices für Velociraptor – Remote-Forensik der nächsten Generation",["Date","2025-07-20T00:00:00.000Z"],"advanced",[19,21,22],[25,233,234,235,236,237],"endpoint-monitoring","artifact-extraction","scripting","live-forensics","hunting",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":32},"> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\nVelociraptor ist ein Open-Source-Tool zur Endpoint-Forensik mit Fokus auf Skalierbarkeit, Präzision und Geschwindigkeit. Es ermöglicht die zielgerichtete Erfassung und Analyse digitaler Artefakte über eine eigene Query Language – VQL (Velociraptor Query Language). Die Architektur erlaubt remote Zugriff auf tausende Endpoints gleichzeitig, ohne dass vollständige Disk-Images erforderlich sind.\n\n## Hauptmerkmale\n\n- 🌐 Web-basierte Benutzeroberfläche\n- 💡 VQL – mächtige, SQL-ähnliche Abfragesprache\n- 🚀 Hochskalierbare Hunt-Funktionalität\n- 🔍 Artefaktbasierte Sammlung (ohne Full-Image)\n- 🖥️ Plattformunterstützung für Windows, macOS, Linux\n- 📦 Apache 2.0 Lizenz – Open Source\n\nWeitere Infos: [velociraptor.app](https://www.velociraptor.app/) \nProjektspiegel: [raptor.cc24.dev](https://raptor.cc24.dev) \nStatus: ![Status](https://status.mikoshi.de/api/badge/33/status)\n\n---\n\n## Installation\n\n### Voraussetzungen\n\n- Python ≥ 3.9\n- Adminrechte auf dem System\n- Firewall-Freigaben für Webport (Standard: 8000)\n\n### Installation unter Linux/macOS\n\n```bash\nwget https://github.com/Velocidex/velociraptor/releases/latest/download/velociraptor\nchmod +x velociraptor\nsudo mv velociraptor /usr/local/bin/\n````\n\n### Installation unter Windows\n\n1. Download der `.exe` von der [Release-Seite](https://github.com/Velocidex/velociraptor/releases)\n2. Ausführung in PowerShell mit Adminrechten:\n\n ```powershell\n .\\velociraptor.exe config generate > server.config.yaml\n ```\n\n---\n\n## Konfiguration\n\n### Server Setup\n\n1. Generiere die Konfigurationsdatei:\n\n ```bash\n velociraptor config generate > server.config.yaml\n ```\n2. Starte den Server:\n\n ```bash\n velociraptor --config server.config.yaml frontend\n ```\n3. Zugriff über Browser via `https://\u003Chostname>:8000`\n\n### Client Deployment\n\n* MSI/EXE für Windows, oder `deb/rpm` für Linux\n* Unterstützt automatische Registrierung am Server\n* Deployment über GPO, Puppet, Ansible etc. möglich\n\n---\n\n## Verwendungsbeispiele\n\n### 1. Live-Memory-Artefakte sammeln\n\n```vql\nSELECT * FROM Artifact.MemoryInfo()\n```\n\n### 2. Hunt starten auf verdächtige Prozesse\n\n```vql\nSELECT * FROM pslist()\nWHERE Name =~ \"mimikatz|cobaltstrike\"\n```\n\n### 3. Dateiinhalt extrahieren\n\n```vql\nSELECT * FROM glob(globs=\"C:\\\\Users\\\\*\\\\AppData\\\\*.dat\")\n```\n\n---\n\n## Best Practices\n\n* Erstelle eigene Artefakte für unternehmensspezifische Bedrohungsmodelle\n* Verwende \"Notebook\"-Funktion für strukturierte Analysen\n* Nutze \"Labels\", um Endpoints zu organisieren (z. B. `location:Berlin`)\n* Kombiniere Velociraptor mit SIEM/EDR-Systemen über REST API\n\n---\n\n## Troubleshooting\n\n### Problem: Keine Verbindung vom Client zum Server\n\n**Lösung:**\n\n* Ports freigegeben? (Default: 8000/tcp)\n* TLS-Zertifikate korrekt generiert?\n* `server.config.yaml` auf korrekte `public_ip` prüfen\n\n### Problem: Hunt hängt in Warteschleife\n\n**Lösung:**\n\n* Genügend Worker-Prozesse aktiv?\n* Endpoint online?\n* `log_level` auf `debug` setzen und Log analysieren\n\n---\n\n## Weiterführende Themen\n\n* Eigene Artefakte schreiben mit VQL\n* Integration mit ELK Stack\n* Automatisiertes Incident Response Playbook\n* Velociraptor als IR-as-a-Service einsetzen\n\n---\n\n🧠 **Tipp:** Die Lernkurve bei VQL ist steil – aber mit hohem ROI. Testumgebung aufsetzen und mit Community-Artefakten starten.\n\n📚 Weitere Ressourcen:\n\n* [Offizielle Doku](https://docs.velociraptor.app/)\n* [YouTube Channel](https://www.youtube.com/c/VelociraptorDFIR)\n* [Community auf Discord](https://www.velociraptor.app/community/)","src/content/knowledgebase/velociraptor.md","05636b9b97e61d17",{"html":243,"metadata":244},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>Velociraptor ist ein Open-Source-Tool zur Endpoint-Forensik mit Fokus auf Skalierbarkeit, Präzision und Geschwindigkeit. Es ermöglicht die zielgerichtete Erfassung und Analyse digitaler Artefakte über eine eigene Query Language – VQL (Velociraptor Query Language). Die Architektur erlaubt remote Zugriff auf tausende Endpoints gleichzeitig, ohne dass vollständige Disk-Images erforderlich sind.\u003C/p>\n\u003Ch2 id=\"hauptmerkmale\">Hauptmerkmale\u003C/h2>\n\u003Cul>\n\u003Cli>🌐 Web-basierte Benutzeroberfläche\u003C/li>\n\u003Cli>💡 VQL – mächtige, SQL-ähnliche Abfragesprache\u003C/li>\n\u003Cli>🚀 Hochskalierbare Hunt-Funktionalität\u003C/li>\n\u003Cli>🔍 Artefaktbasierte Sammlung (ohne Full-Image)\u003C/li>\n\u003Cli>🖥️ Plattformunterstützung für Windows, macOS, Linux\u003C/li>\n\u003Cli>📦 Apache 2.0 Lizenz – Open Source\u003C/li>\n\u003C/ul>\n\u003Cp>Weitere Infos: \u003Ca href=\"https://www.velociraptor.app/\">velociraptor.app\u003C/a>\u003Cbr>\nProjektspiegel: \u003Ca href=\"https://raptor.cc24.dev\">raptor.cc24.dev\u003C/a>\u003Cbr>\nStatus: \u003Cimg src=\"https://status.mikoshi.de/api/badge/33/status\" alt=\"Status\">\u003C/p>\n\u003Chr>\n\u003Ch2 id=\"installation\">Installation\u003C/h2>\n\u003Ch3 id=\"voraussetzungen\">Voraussetzungen\u003C/h3>\n\u003Cul>\n\u003Cli>Python ≥ 3.9\u003C/li>\n\u003Cli>Adminrechte auf dem System\u003C/li>\n\u003Cli>Firewall-Freigaben für Webport (Standard: 8000)\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"installation-unter-linuxmacos\">Installation unter Linux/macOS\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">wget\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/Velocidex/velociraptor/releases/latest/download/velociraptor\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">chmod\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> +x\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> velociraptor\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mv\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> velociraptor\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /usr/local/bin/\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"installation-unter-windows\">Installation unter Windows\u003C/h3>\n\u003Col>\n\u003Cli>\n\u003Cp>Download der \u003Ccode>.exe\u003C/code> von der \u003Ca href=\"https://github.com/Velocidex/velociraptor/releases\">Release-Seite\u003C/a>\u003C/p>\n\u003C/li>\n\u003Cli>\n\u003Cp>Ausführung in PowerShell mit Adminrechten:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"powershell\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\">.\\\u003C/span>\u003Cspan style=\"color:#79B8FF\">velociraptor.exe\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> config generate \u003C/span>\u003Cspan style=\"color:#F97583\">>\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> server.config.yaml\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003C/li>\n\u003C/ol>\n\u003Chr>\n\u003Ch2 id=\"konfiguration\">Konfiguration\u003C/h2>\n\u003Ch3 id=\"server-setup\">Server Setup\u003C/h3>\n\u003Col>\n\u003Cli>\n\u003Cp>Generiere die Konfigurationsdatei:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">velociraptor\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> config\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> generate\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> server.config.yaml\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003C/li>\n\u003Cli>\n\u003Cp>Starte den Server:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">velociraptor\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --config\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> server.config.yaml\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> frontend\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003C/li>\n\u003Cli>\n\u003Cp>Zugriff über Browser via \u003Ccode>https://<hostname>:8000\u003C/code>\u003C/p>\n\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"client-deployment\">Client Deployment\u003C/h3>\n\u003Cul>\n\u003Cli>MSI/EXE für Windows, oder \u003Ccode>deb/rpm\u003C/code> für Linux\u003C/li>\n\u003Cli>Unterstützt automatische Registrierung am Server\u003C/li>\n\u003Cli>Deployment über GPO, Puppet, Ansible etc. möglich\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"1-live-memory-artefakte-sammeln\">1. Live-Memory-Artefakte sammeln\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan>SELECT * FROM Artifact.MemoryInfo()\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"2-hunt-starten-auf-verdächtige-prozesse\">2. Hunt starten auf verdächtige Prozesse\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan>SELECT * FROM pslist()\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan>WHERE Name =~ \"mimikatz|cobaltstrike\"\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"3-dateiinhalt-extrahieren\">3. Dateiinhalt extrahieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan>SELECT * FROM glob(globs=\"C:\\\\Users\\\\*\\\\AppData\\\\*.dat\")\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Chr>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>Erstelle eigene Artefakte für unternehmensspezifische Bedrohungsmodelle\u003C/li>\n\u003Cli>Verwende “Notebook”-Funktion für strukturierte Analysen\u003C/li>\n\u003Cli>Nutze “Labels”, um Endpoints zu organisieren (z. B. \u003Ccode>location:Berlin\u003C/code>)\u003C/li>\n\u003Cli>Kombiniere Velociraptor mit SIEM/EDR-Systemen über REST API\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Ch2 id=\"troubleshooting\">Troubleshooting\u003C/h2>\n\u003Ch3 id=\"problem-keine-verbindung-vom-client-zum-server\">Problem: Keine Verbindung vom Client zum Server\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Ports freigegeben? (Default: 8000/tcp)\u003C/li>\n\u003Cli>TLS-Zertifikate korrekt generiert?\u003C/li>\n\u003Cli>\u003Ccode>server.config.yaml\u003C/code> auf korrekte \u003Ccode>public_ip\u003C/code> prüfen\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"problem-hunt-hängt-in-warteschleife\">Problem: Hunt hängt in Warteschleife\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Genügend Worker-Prozesse aktiv?\u003C/li>\n\u003Cli>Endpoint online?\u003C/li>\n\u003Cli>\u003Ccode>log_level\u003C/code> auf \u003Ccode>debug\u003C/code> setzen und Log analysieren\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Cul>\n\u003Cli>Eigene Artefakte schreiben mit VQL\u003C/li>\n\u003Cli>Integration mit ELK Stack\u003C/li>\n\u003Cli>Automatisiertes Incident Response Playbook\u003C/li>\n\u003Cli>Velociraptor als IR-as-a-Service einsetzen\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cp>🧠 \u003Cstrong>Tipp:\u003C/strong> Die Lernkurve bei VQL ist steil – aber mit hohem ROI. Testumgebung aufsetzen und mit Community-Artefakten starten.\u003C/p>\n\u003Cp>📚 Weitere Ressourcen:\u003C/p>\n\u003Cul>\n\u003Cli>\u003Ca href=\"https://docs.velociraptor.app/\">Offizielle Doku\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://www.youtube.com/c/VelociraptorDFIR\">YouTube Channel\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://www.velociraptor.app/community/\">Community auf Discord\u003C/a>\u003C/li>\n\u003C/ul>",{"headings":245,"localImagePaths":284,"remoteImagePaths":285,"frontmatter":225,"imagePaths":286},[246,247,250,251,252,255,258,259,262,265,266,269,272,275,276,277,280,283],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":248,"text":249},"hauptmerkmale","Hauptmerkmale",{"depth":47,"slug":48,"text":49},{"depth":51,"slug":52,"text":53},{"depth":51,"slug":253,"text":254},"installation-unter-linuxmacos","Installation unter Linux/macOS",{"depth":51,"slug":256,"text":257},"installation-unter-windows","Installation unter Windows",{"depth":47,"slug":58,"text":59},{"depth":51,"slug":260,"text":261},"server-setup","Server Setup",{"depth":51,"slug":263,"text":264},"client-deployment","Client Deployment",{"depth":47,"slug":70,"text":71},{"depth":51,"slug":267,"text":268},"1-live-memory-artefakte-sammeln","1. Live-Memory-Artefakte sammeln",{"depth":51,"slug":270,"text":271},"2-hunt-starten-auf-verdächtige-prozesse","2. Hunt starten auf verdächtige Prozesse",{"depth":51,"slug":273,"text":274},"3-dateiinhalt-extrahieren","3. Dateiinhalt extrahieren",{"depth":47,"slug":79,"text":80},{"depth":47,"slug":82,"text":83},{"depth":51,"slug":278,"text":279},"problem-keine-verbindung-vom-client-zum-server","Problem: Keine Verbindung vom Client zum Server",{"depth":51,"slug":281,"text":282},"problem-hunt-hängt-in-warteschleife","Problem: Hunt hängt in Warteschleife",{"depth":47,"slug":94,"text":95},[],[],[],"velociraptor.md","nextcloud",{"id":288,"data":290,"body":304,"filePath":305,"digest":306,"rendered":307,"legacyId":343},{"title":291,"tool_name":292,"description":293,"last_updated":294,"author":16,"difficulty":295,"categories":296,"tags":298,"sections":303,"review_status":34},"Nextcloud - Sichere Kollaborationsplattform","Nextcloud","Detaillierte Anleitung und Best Practices für Nextcloud in forensischen Einsatzszenarien",["Date","2025-07-20T00:00:00.000Z"],"novice",[297],"collaboration-general",[25,299,300,27,301,302],"collaboration","file-sharing","encryption","document-management",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":33},"> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\nNextcloud ist eine Open-Source-Cloud-Suite, die speziell für die sichere Zusammenarbeit entwickelt wurde. Sie eignet sich ideal für forensische Teams, da sie eine DSGVO-konforme Umgebung mit verschlüsselter Dateiablage, Office-Integration und Videokonferenzen bereitstellt. Zusätzlich bietet Nextcloud einen integrierten SSO-Provider, der das Identitätsmanagement für andere forensische Tools stark vereinfacht.\n\nSkalierbar von kleinen Raspberry-Pi-Installationen bis hin zu hochverfügbaren Multi-Node-Setups.\n\n- **Website:** [nextcloud.com](https://nextcloud.com/)\n- **Demo/Projektinstanz:** [cloud.cc24.dev](https://cloud.cc24.dev)\n- **Statusseite:** [Mikoshi Status](https://status.mikoshi.de/api/badge/11/status)\n- **Lizenz:** AGPL-3.0\n\n---\n\n## Installation\n\n### Voraussetzungen\n\n- Linux-Server oder Raspberry Pi\n- PHP 8.1 oder höher\n- MariaDB/PostgreSQL\n- Webserver (Apache/Nginx)\n- SSL-Zertifikat (empfohlen: Let's Encrypt)\n\n### Installationsschritte (Ubuntu Beispiel)\n\n```bash\nsudo apt update && sudo apt upgrade\nsudo apt install apache2 mariadb-server libapache2-mod-php php php-mysql \\\n php-gd php-xml php-mbstring php-curl php-zip php-intl php-bcmath unzip\n\nwget https://download.nextcloud.com/server/releases/latest.zip\nunzip latest.zip -d /var/www/\nchown -R www-data:www-data /var/www/nextcloud\n````\n\nDanach den Web-Installer im Browser aufrufen (`https://\u003Cyour-domain>/nextcloud`) und Setup abschließen.\n\n## Konfiguration\n\n* **Trusted Domains** in `config.php` definieren\n* SSO mit OpenID Connect aktivieren\n* Dateiverschlüsselung aktivieren (`Settings → Security`)\n* Benutzer und Gruppen über LDAP oder SAML integrieren\n\n## Verwendungsbeispiele\n\n### Gemeinsame Fallbearbeitung\n\n1. Ermittlungsordner als geteiltes Gruppenverzeichnis anlegen\n2. Versionierung und Kommentare zu forensischen Berichten aktivieren\n3. Vorschau für Office-Dateien, PDFs und Bilder direkt im Browser nutzen\n\n### Videokonferenzen mit \"Nextcloud Talk\"\n\n* Sichere Kommunikation zwischen Ermittlern und Sachverständigen\n* Ende-zu-Ende-verschlüsselt\n* Bildschirmfreigabe möglich\n\n### Automatischer Dateiimport per API\n\n* REST-Schnittstelle nutzen, um z. B. automatisch Logdateien oder Exportdaten hochzuladen\n* Ideal für Anbindung an SIEM, DLP oder Analyse-Pipelines\n\n## Best Practices\n\n* Zwei-Faktor-Authentifizierung aktivieren\n* Tägliche Backups der Datenbank und Datenstruktur\n* Nutzung von OnlyOffice oder Collabora für revisionssichere Dokumentenbearbeitung\n* Zugriff regelmäßig überprüfen, insbesondere bei externen Partnern\n\n## Troubleshooting\n\n### Problem: Langsame Performance\n\n**Lösung:** APCu aktivieren und Caching optimieren (`config.php → 'memcache.local'`).\n\n### Problem: Dateien erscheinen nicht im Sync\n\n**Lösung:** Cronjob für `files:scan` konfigurieren oder manuell ausführen:\n\n```bash\nsudo -u www-data php /var/www/nextcloud/occ files:scan --all\n```\n\n### Problem: Fehlermeldung \"Trusted domain not set\"\n\n**Lösung:** In `config/config.php` Eintrag `trusted_domains` korrekt konfigurieren:\n\n```php\n'trusted_domains' =>\n array (\n 0 => 'yourdomain.tld',\n 1 => 'cloud.cc24.dev',\n ),\n```\n\n## Weiterführende Themen\n\n* **Integration mit Forensik-Plattformen** (über WebDAV, API oder SSO)\n* **Custom Apps entwickeln** für spezielle Ermittlungs-Workflows\n* **Auditing aktivieren**: Nutzung und Änderungen nachvollziehen mit Protokollierungsfunktionen","src/content/knowledgebase/nextcloud.md","9294074e6083e37b",{"html":308,"metadata":309},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>Nextcloud ist eine Open-Source-Cloud-Suite, die speziell für die sichere Zusammenarbeit entwickelt wurde. Sie eignet sich ideal für forensische Teams, da sie eine DSGVO-konforme Umgebung mit verschlüsselter Dateiablage, Office-Integration und Videokonferenzen bereitstellt. Zusätzlich bietet Nextcloud einen integrierten SSO-Provider, der das Identitätsmanagement für andere forensische Tools stark vereinfacht.\u003C/p>\n\u003Cp>Skalierbar von kleinen Raspberry-Pi-Installationen bis hin zu hochverfügbaren Multi-Node-Setups.\u003C/p>\n\u003Cul>\n\u003Cli>\u003Cstrong>Website:\u003C/strong> \u003Ca href=\"https://nextcloud.com/\">nextcloud.com\u003C/a>\u003C/li>\n\u003Cli>\u003Cstrong>Demo/Projektinstanz:\u003C/strong> \u003Ca href=\"https://cloud.cc24.dev\">cloud.cc24.dev\u003C/a>\u003C/li>\n\u003Cli>\u003Cstrong>Statusseite:\u003C/strong> \u003Ca href=\"https://status.mikoshi.de/api/badge/11/status\">Mikoshi Status\u003C/a>\u003C/li>\n\u003Cli>\u003Cstrong>Lizenz:\u003C/strong> AGPL-3.0\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Ch2 id=\"installation\">Installation\u003C/h2>\n\u003Ch3 id=\"voraussetzungen\">Voraussetzungen\u003C/h3>\n\u003Cul>\n\u003Cli>Linux-Server oder Raspberry Pi\u003C/li>\n\u003Cli>PHP 8.1 oder höher\u003C/li>\n\u003Cli>MariaDB/PostgreSQL\u003C/li>\n\u003Cli>Webserver (Apache/Nginx)\u003C/li>\n\u003Cli>SSL-Zertifikat (empfohlen: Let’s Encrypt)\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"installationsschritte-ubuntu-beispiel\">Installationsschritte (Ubuntu Beispiel)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> upgrade\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apache2\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mariadb-server\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> libapache2-mod-php\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-mysql\u003C/span>\u003Cspan style=\"color:#79B8FF\"> \\\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#9ECBFF\"> php-gd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-xml\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-mbstring\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-curl\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-zip\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-intl\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-bcmath\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unzip\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">wget\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://download.nextcloud.com/server/releases/latest.zip\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">unzip\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> latest.zip\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -d\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">chown\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -R\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> www-data:www-data\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/nextcloud\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Danach den Web-Installer im Browser aufrufen (\u003Ccode>https://<your-domain>/nextcloud\u003C/code>) und Setup abschließen.\u003C/p>\n\u003Ch2 id=\"konfiguration\">Konfiguration\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Trusted Domains\u003C/strong> in \u003Ccode>config.php\u003C/code> definieren\u003C/li>\n\u003Cli>SSO mit OpenID Connect aktivieren\u003C/li>\n\u003Cli>Dateiverschlüsselung aktivieren (\u003Ccode>Settings → Security\u003C/code>)\u003C/li>\n\u003Cli>Benutzer und Gruppen über LDAP oder SAML integrieren\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"gemeinsame-fallbearbeitung\">Gemeinsame Fallbearbeitung\u003C/h3>\n\u003Col>\n\u003Cli>Ermittlungsordner als geteiltes Gruppenverzeichnis anlegen\u003C/li>\n\u003Cli>Versionierung und Kommentare zu forensischen Berichten aktivieren\u003C/li>\n\u003Cli>Vorschau für Office-Dateien, PDFs und Bilder direkt im Browser nutzen\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"videokonferenzen-mit-nextcloud-talk\">Videokonferenzen mit “Nextcloud Talk”\u003C/h3>\n\u003Cul>\n\u003Cli>Sichere Kommunikation zwischen Ermittlern und Sachverständigen\u003C/li>\n\u003Cli>Ende-zu-Ende-verschlüsselt\u003C/li>\n\u003Cli>Bildschirmfreigabe möglich\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"automatischer-dateiimport-per-api\">Automatischer Dateiimport per API\u003C/h3>\n\u003Cul>\n\u003Cli>REST-Schnittstelle nutzen, um z. B. automatisch Logdateien oder Exportdaten hochzuladen\u003C/li>\n\u003Cli>Ideal für Anbindung an SIEM, DLP oder Analyse-Pipelines\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>Zwei-Faktor-Authentifizierung aktivieren\u003C/li>\n\u003Cli>Tägliche Backups der Datenbank und Datenstruktur\u003C/li>\n\u003Cli>Nutzung von OnlyOffice oder Collabora für revisionssichere Dokumentenbearbeitung\u003C/li>\n\u003Cli>Zugriff regelmäßig überprüfen, insbesondere bei externen Partnern\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"troubleshooting\">Troubleshooting\u003C/h2>\n\u003Ch3 id=\"problem-langsame-performance\">Problem: Langsame Performance\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> APCu aktivieren und Caching optimieren (\u003Ccode>config.php → 'memcache.local'\u003C/code>).\u003C/p>\n\u003Ch3 id=\"problem-dateien-erscheinen-nicht-im-sync\">Problem: Dateien erscheinen nicht im Sync\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> Cronjob für \u003Ccode>files:scan\u003C/code> konfigurieren oder manuell ausführen:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -u\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> www-data\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/nextcloud/occ\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> files:scan\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --all\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"problem-fehlermeldung-trusted-domain-not-set\">Problem: Fehlermeldung “Trusted domain not set”\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> In \u003Ccode>config/config.php\u003C/code> Eintrag \u003Ccode>trusted_domains\u003C/code> korrekt konfigurieren:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"php\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#9ECBFF\">'trusted_domains'\u003C/span>\u003Cspan style=\"color:#F97583\"> =>\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\"> array\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> (\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\"> 0\u003C/span>\u003Cspan style=\"color:#F97583\"> =>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 'yourdomain.tld'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\"> 1\u003C/span>\u003Cspan style=\"color:#F97583\"> =>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 'cloud.cc24.dev'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\"> ),\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Integration mit Forensik-Plattformen\u003C/strong> (über WebDAV, API oder SSO)\u003C/li>\n\u003Cli>\u003Cstrong>Custom Apps entwickeln\u003C/strong> für spezielle Ermittlungs-Workflows\u003C/li>\n\u003Cli>\u003Cstrong>Auditing aktivieren\u003C/strong>: Nutzung und Änderungen nachvollziehen mit Protokollierungsfunktionen\u003C/li>\n\u003C/ul>",{"headings":310,"localImagePaths":340,"remoteImagePaths":341,"frontmatter":290,"imagePaths":342},[311,312,313,314,317,318,319,322,325,328,329,330,333,336,339],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":48,"text":49},{"depth":51,"slug":52,"text":53},{"depth":51,"slug":315,"text":316},"installationsschritte-ubuntu-beispiel","Installationsschritte (Ubuntu Beispiel)",{"depth":47,"slug":58,"text":59},{"depth":47,"slug":70,"text":71},{"depth":51,"slug":320,"text":321},"gemeinsame-fallbearbeitung","Gemeinsame Fallbearbeitung",{"depth":51,"slug":323,"text":324},"videokonferenzen-mit-nextcloud-talk","Videokonferenzen mit “Nextcloud Talk”",{"depth":51,"slug":326,"text":327},"automatischer-dateiimport-per-api","Automatischer Dateiimport per API",{"depth":47,"slug":79,"text":80},{"depth":47,"slug":82,"text":83},{"depth":51,"slug":331,"text":332},"problem-langsame-performance","Problem: Langsame Performance",{"depth":51,"slug":334,"text":335},"problem-dateien-erscheinen-nicht-im-sync","Problem: Dateien erscheinen nicht im Sync",{"depth":51,"slug":337,"text":338},"problem-fehlermeldung-trusted-domain-not-set","Problem: Fehlermeldung “Trusted domain not set”",{"depth":47,"slug":94,"text":95},[],[],[],"nextcloud.md","android-logical-imaging",{"id":344,"data":346,"body":359,"filePath":360,"digest":361,"rendered":362,"legacyId":590},{"title":347,"tool_name":348,"description":349,"last_updated":350,"author":351,"difficulty":230,"categories":352,"tags":354,"sections":358,"review_status":34},"Extraktion logischer Dateisysteme alter Android-Smartphones - eine KI-Recherche","Android Logical Imaging","Wie man alte Android-Handys aufbekommen könnte - eine Recherche von Claude",["Date","2025-07-21T00:00:00.000Z"],"Claude 4 Sonnet (Research)",[353],"data-collection",[355,356,357],"imaging","filesystem","hardware-interface",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":32},"# Übersicht\n\nOpen-Source Android Forensik bietet robuste Alternativen zu kommerziellen Lösungen wie Cellebrite UFED und Magnet AXIOM. Besonders für ältere Android-Geräte (5+ Jahre) existieren bewährte Methoden zur Datenextraktion und -analyse.\n\n## Kernkomponenten des Open-Source Forensik-Stacks\n\n**Autopsy Digital Forensics Platform** bildet das Fundament mit GUI-basierter Analyse und integrierten Android-Parsing-Fähigkeiten. Die Plattform unterstützt **ALEAPP (Android Logs Events And Protobuf Parser)**, das über 100 Artefakt-Kategorien aus Android-Extraktionen parst.\n\n**Mobile Verification Toolkit (MVT)** von Amnesty International bietet spezialisierte Command-Line-Tools für Android-Analyse mit Fokus auf Kompromittierungserkennung.\n\n**SIFT Workstation** stellt eine komplette Ubuntu-basierte forensische Umgebung mit 125+ vorinstallierten Tools bereit.\n\n## Erfolgsraten nach Gerätealter\n\n- **Pre-2017 Geräte**: 85-98% logische Extraktion, 30-70% physische Extraktion\n- **2017-2019 Geräte**: 80-95% logische Extraktion, 15-35% physische Extraktion \n- **2020+ Geräte**: 70-85% logische Extraktion, 5-15% physische Extraktion\n\n# Installation\n\n## SIFT Workstation Setup\n\n### Systemanforderungen\n- Quad-Core CPU 2.5GHz+\n- 16GB+ RAM\n- 500GB+ SSD Speicher\n- USB 3.0+ Anschlüsse\n\n### Installation\n1. Download von [SANS SIFT Workstation](https://www.sans.org/tools/sift-workstation/)\n2. VMware/VirtualBox Import der OVA-Datei\n3. VM-Konfiguration: 8GB+ RAM, 4+ CPU-Kerne\n\n```bash\n# Update nach Installation\nsudo apt update && sudo apt upgrade -y\nsudo sift update\n```\n\n## Autopsy Installation\n\n### Windows Installation\n1. Download von [autopsy.com](https://www.autopsy.com/)\n2. Java 8+ Installation erforderlich\n3. Installation mit Administratorrechten\n\n### Linux Installation\n```bash\n# Ubuntu/Debian\nsudo apt install autopsy sleuthkit\n# Oder manueller Download und Installation\nwget https://github.com/sleuthkit/autopsy/releases/latest\n```\n\n## Essential Tools Installation\n\n### Android Debug Bridge (ADB)\n```bash\n# Ubuntu/Debian\nsudo apt install android-tools-adb android-tools-fastboot\n\n# Windows - Download Android Platform Tools\n# https://developer.android.com/studio/releases/platform-tools\n```\n\n### ALEAPP Installation\n```bash\ngit clone https://github.com/abrignoni/ALEAPP.git\ncd ALEAPP\npip3 install -r requirements.txt\n```\n\n### Mobile Verification Toolkit (MVT)\n```bash\npip3 install mvt\n# Oder via GitHub für neueste Version\ngit clone https://github.com/mvt-project/mvt.git\ncd mvt && pip3 install .\n```\n\n### Andriller Installation\n```bash\ngit clone https://github.com/den4uk/andriller.git\ncd andriller\npip3 install -r requirements.txt\n```\n\n# Konfiguration\n\n## ADB Setup und Gerätevorbereitung\n\n### USB-Debugging aktivieren\n1. Entwickleroptionen freischalten (7x Build-Nummer antippen)\n2. USB-Debugging aktivieren\n3. Gerät via USB verbinden\n4. RSA-Fingerprint akzeptieren\n\n### ADB Verbindung testen\n```bash\nadb devices\n# Sollte Gerät mit \"device\" Status zeigen\nadb shell getprop ro.build.version.release # Android Version\nadb shell getprop ro.product.model # Gerätemodell\n```\n\n## Autopsy Projektkonfiguration\n\n### Case-Setup\n1. Neuen Fall erstellen\n2. Ermittler-Informationen eingeben\n3. Case-Verzeichnis festlegen (ausreichend Speicherplatz)\n\n### Android Analyzer Module aktivieren\n- Tools → Options → Modules\n- Android Analyzer aktivieren\n- ALEAPP Integration konfigurieren\n\n### Hash-Algorithmen konfigurieren\n- MD5, SHA-1, SHA-256 für Integritätsprüfung\n- Automatische Hash-Berechnung bei Import aktivieren\n\n## MVT Konfiguration\n\n### Konfigurationsdatei erstellen\n```yaml\n# ~/.mvt/config.yaml\nadb_path: \"/usr/bin/adb\"\noutput_folder: \"/home/user/mvt_output\"\n```\n\n# Verwendungsbeispiele\n\n## Fall 1: Logische Datenextraktion mit ADB\n\n### Geräteinformationen sammeln\n```bash\n# Systeminfo\nadb shell getprop > device_properties.txt\nadb shell cat /proc/version > kernel_info.txt\nadb shell mount > mount_info.txt\n\n# Installierte Apps\nadb shell pm list packages -f > installed_packages.txt\n```\n\n### Datenbank-Extraktion\n```bash\n# SMS/MMS Datenbank\nadb pull /data/data/com.android.providers.telephony/databases/mmssms.db\n\n# Kontakte\nadb pull /data/data/com.android.providers.contacts/databases/contacts2.db\n\n# Anrufliste \nadb pull /data/data/com.android.providers.contacts/databases/calllog.db\n```\n\n### WhatsApp Datenextraktion\n```bash\n# WhatsApp Datenbanken (Root erforderlich)\nadb shell su -c \"cp -r /data/data/com.whatsapp/ /sdcard/whatsapp_backup/\"\nadb pull /sdcard/whatsapp_backup/\n```\n\n## Fall 2: Android Backup-Analyse\n\n### Vollständiges Backup erstellen\n```bash\n# Umfassendes Backup (ohne Root)\nadb backup -all -system -apk -shared -f backup.ab\n\n# Backup entschlüsseln (falls verschlüsselt)\njava -jar abe.jar unpack backup.ab backup.tar\ntar -xf backup.tar\n```\n\n### Backup mit ALEAPP analysieren\n```bash\npython3 aleappGUI.py\n# Oder Command-Line\npython3 aleapp.py -t tar -i backup.tar -o output_folder\n```\n\n## Fall 3: MVT Kompromittierungsanalyse\n\n### Live-Geräteanalyse\n```bash\n# ADB-basierte Analyse\nmvt-android check-adb --output /path/to/output/\n\n# Backup-Analyse\nmvt-android check-backup --output /path/to/output/ backup.ab\n```\n\n### IOC-Suche mit Pegasus-Indikatoren\n```bash\n# Mit vorgefertigten IOCs\nmvt-android check-adb --iocs /path/to/pegasus.stix2 --output results/\n```\n\n## Fall 4: Physische Extraktion (Root erforderlich)\n\n### Device Rooting - MediaTek Geräte\n```bash\n# MTKClient für MediaTek-Chipsets\ngit clone https://github.com/bkerler/mtkclient.git\ncd mtkclient\npython3 mtk payload\n\n# Nach erfolgreichem Root\nadb shell su\n```\n\n### Vollständiges Memory Dump\n```bash\n# Partitionslayout ermitteln\nadb shell su -c \"cat /proc/partitions\"\nadb shell su -c \"ls -la /dev/block/\"\n\n# Vollständiges Device Image (Root erforderlich)\nadb shell su -c \"dd if=/dev/block/mmcblk0 of=/sdcard/full_device.img bs=4096\"\nadb pull /sdcard/full_device.img\n```\n\n# Best Practices\n\n## Rechtliche Compliance\n\n### Dokumentation und Chain of Custody\n- **Vollständige Dokumentation**: Wer, Was, Wann, Wo, Warum\n- **Hash-Verifikation**: MD5/SHA-256 für alle extrahierten Daten\n- **Nur forensische Kopien analysieren**, niemals Originaldaten\n- **Schriftliche Genehmigung** für Geräteanalyse einholen\n\n### Familiengeräte und Nachlässe\n- Genehmigung durch Nachlassverwalter erforderlich\n- Gerichtsbeschlüsse für Cloud-Zugang eventuell nötig\n- Drittpartei-Kommunikation kann weiterhin geschützt sein\n\n## Technische Best Practices\n\n### Hash-Integrität sicherstellen\n```bash\n# Hash vor und nach Transfer prüfen\nmd5sum original_file.db\nsha256sum original_file.db\n\n# Hash-Verifikation dokumentieren\necho \"$(date): MD5: $(md5sum file.db)\" >> chain_of_custody.log\n```\n\n### Sichere Arbeitsumgebung\n- Isolierte VM für Forensik-Arbeit\n- Netzwerk-Isolation während Analyse\n- Verschlüsselte Speicherung aller Evidenz\n- Regelmäßige Backups der Case-Datenbanken\n\n### Qualitätssicherung\n- Peer-Review kritischer Analysen\n- Standardisierte Arbeitsabläufe (SOPs)\n- Regelmäßige Tool-Validierung\n- Kontinuierliche Weiterbildung\n\n## Erfolgsmaximierung nach Gerätehersteller\n\n### MediaTek-Geräte (Höchste Erfolgsrate)\n- BootROM-Exploits für MT6735, MT6737, MT6750, MT6753, MT6797\n- MTKClient für Hardware-Level-Zugang\n- Erfolgsrate: 80%+ für Geräte 2015-2019\n\n### Samsung-Geräte\n- Ältere Knox-Implementierungen umgehbar\n- Emergency Dialer Exploits für Android 4.x\n- Erfolgsrate: 40-70% je nach Knox-Version\n\n### Pixel/Nexus-Geräte\n- Bootloader-Unlocking oft möglich\n- Fastboot-basierte Recovery-Installation\n- Erfolgsrate: 60-80% bei freigeschaltetem Bootloader\n\n# Troubleshooting\n\n## Problem: ADB erkennt Gerät nicht\n\n### Lösung: USB-Treiber und Berechtigungen\n```bash\n# Linux: USB-Berechtigungen prüfen\nlsusb | grep -i android\nsudo chmod 666 /dev/bus/usb/XXX/XXX\n\n# udev-Regeln erstellen\necho 'SUBSYSTEM==\"usb\", ATTR{idVendor}==\"18d1\", MODE=\"0666\", GROUP=\"plugdev\"' | sudo tee /etc/udev/rules.d/51-android.rules\nsudo udevadm control --reload-rules\n```\n\n### Windows: Treiber-Installation\n1. Geräte-Manager öffnen\n2. Android-Gerät mit Warnsymbol finden\n3. Treiber manuell installieren (Android USB Driver)\n\n## Problem: Verschlüsselte Android Backups\n\n### Lösung: Android Backup Extractor\n```bash\n# ADB Backup Extractor installieren\ngit clone https://github.com/nelenkov/android-backup-extractor.git\ncd android-backup-extractor\ngradle build\n\n# Backup entschlüsseln\njava -jar abe.jar unpack backup.ab backup.tar [password]\n```\n\n## Problem: Unzureichende Berechtigungen für Datenextraktion\n\n### Lösung: Alternative Extraktionsmethoden\n```bash\n# AFLogical OSE für begrenzte Extraktion ohne Root\n# WhatsApp Key/DB Extractor für spezifische Apps\n# Backup-basierte Extraktion als Fallback\n\n# Custom Recovery für erweiterten Zugang\nfastboot flash recovery twrp-device.img\n```\n\n## Problem: ALEAPP Parsing-Fehler\n\n### Lösung: Datenformat-Probleme beheben\n```bash\n# Log-Dateien prüfen\npython3 aleapp.py -t dir -i /path/to/data -o output --debug\n\n# Spezifische Parser deaktivieren\n# Manuelle SQLite-Analyse bei Parser-Fehlern\nsqlite3 database.db \".tables\"\nsqlite3 database.db \".schema table_name\"\n```\n\n# Erweiterte Techniken\n\n## Memory Forensics mit LiME\n\n### LiME für ARM-Devices kompilieren\n```bash\n# Cross-Compilation Setup\nexport ARCH=arm\nexport CROSS_COMPILE=arm-linux-gnueabi-\nexport KERNEL_DIR=/path/to/kernel/source\n\n# LiME Module kompilieren\ngit clone https://github.com/504ensicsLabs/LiME.git\ncd LiME/src\nmake\n\n# Memory Dump erstellen (Root erforderlich)\nadb push lime.ko /data/local/tmp/\nadb shell su -c \"insmod /data/local/tmp/lime.ko 'path=/sdcard/memory.lime format=lime'\"\n```\n\n### Volatility-Analyse von Android Memory\n```bash\n# Memory Dump analysieren\npython vol.py -f memory.lime --profile=Linux \u003Cprofile> linux.pslist\npython vol.py -f memory.lime --profile=Linux \u003Cprofile> linux.bash\npython vol.py -f memory.lime --profile=Linux \u003Cprofile> linux.netstat\n```\n\n## FRIDA-basierte Runtime-Analyse\n\n### FRIDA für Kryptographie-Hooks\n```javascript\n// crypto_hooks.js - SSL/TLS Traffic abfangen\nJava.perform(function() {\n var SSLContext = Java.use(\"javax.net.ssl.SSLContext\");\n SSLContext.init.overload('[Ljavax.net.ssl.KeyManager;', '[Ljavax.net.ssl.TrustManager;', 'java.security.SecureRandom').implementation = function(keyManagers, trustManagers, secureRandom) {\n console.log(\"[+] SSLContext.init() called\");\n this.init(keyManagers, trustManagers, secureRandom);\n };\n});\n```\n\n### FRIDA Installation und Verwendung\n```bash\n# FRIDA Server auf Android-Gerät installieren\nadb push frida-server /data/local/tmp/\nadb shell su -c \"chmod 755 /data/local/tmp/frida-server\"\nadb shell su -c \"/data/local/tmp/frida-server &\"\n\n# Script ausführen\nfrida -U -l crypto_hooks.js com.target.package\n```\n\n## Custom Recovery und Fastboot-Exploits\n\n### TWRP Installation für forensischen Zugang\n```bash\n# Bootloader entsperren (Herstellerabhängig)\nfastboot oem unlock\n# Oder\nfastboot flashing unlock\n\n# TWRP flashen\nfastboot flash recovery twrp-device.img\nfastboot boot twrp-device.img # Temporäre Installation\n\n# In TWRP: ADB-Zugang mit Root-Berechtigungen\nadb shell mount /system\nadb shell mount /data\n```\n\n### Partitions-Imaging mit dd\n```bash\n# Vollständige Partition-Liste\nadb shell cat /proc/partitions\n\n# Kritische Partitionen extrahieren\nadb shell dd if=/dev/block/bootdevice/by-name/system of=/external_sd/system.img\nadb shell dd if=/dev/block/bootdevice/by-name/userdata of=/external_sd/userdata.img\nadb shell dd if=/dev/block/bootdevice/by-name/boot of=/external_sd/boot.img\n```\n\n## SQLite Forensics und gelöschte Daten\n\n### Erweiterte SQLite-Analyse\n```bash\n# Freelist-Analyse für gelöschte Einträge\nsqlite3 database.db \"PRAGMA freelist_count;\"\nsqlite3 database.db \"PRAGMA page_size;\"\n\n# WAL-Datei Analyse\nsqlite3 database.db \"PRAGMA wal_checkpoint;\"\nstrings database.db-wal | grep -i \"search_term\"\n\n# Undark für Deleted Record Recovery\nundark database.db --freelist --export-csv\n```\n\n### Timeline-Rekonstruktion\n```bash\n# Autopsy Timeline-Generierung\n# Tools → Generate Timeline\n# Analyse von MAC-Times (Modified, Accessed, Created)\n\n# Plaso Timeline-Tools\nlog2timeline.py timeline.plaso /path/to/android/data/\npsort.py -o dynamic timeline.plaso\n```\n\n## Weiterführende Ressourcen\n\n### Dokumentation und Standards\n- [NIST SP 800-101 Rev. 1 - Mobile Device Forensics Guidelines](https://csrc.nist.gov/pubs/sp/800/101/r1/final)\n- [SANS FOR585 - Smartphone Forensics](https://www.sans.org/cyber-security-courses/advanced-smartphone-mobile-device-forensics/)\n- [ALEAPP GitHub Repository](https://github.com/abrignoni/ALEAPP)\n- [MVT Documentation](https://docs.mvt.re/en/latest/)\n\n### Community und Weiterbildung\n- [Autopsy User Documentation](https://sleuthkit.org/autopsy/docs/)\n- [Android Forensics References](https://github.com/impillar/AndroidReferences/blob/master/AndroidTools.md)\n- [Digital Forensics Framework Collection](https://github.com/mesquidar/ForensicsTools)\n\n### Spezialisierte Tools\n- [MTKClient für MediaTek Exploits](https://github.com/bkerler/mtkclient)\n- [Android Forensics Framework](https://github.com/nowsecure/android-forensics)\n- [Santoku Linux Mobile Forensics Distribution](https://santoku-linux.com/)\n\n---\n\n**Wichtiger Hinweis**: Diese Anleitung dient ausschließlich für autorisierte forensische Untersuchungen. Stellen Sie sicher, dass Sie über entsprechende rechtliche Befugnisse verfügen, bevor Sie diese Techniken anwenden. Bei Zweifeln konsultieren Sie Rechtsberatung.","src/content/knowledgebase/android-logical-imaging.md","0bb3f1d2c872d2bf",{"html":363,"metadata":364},"\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>Open-Source Android Forensik bietet robuste Alternativen zu kommerziellen Lösungen wie Cellebrite UFED und Magnet AXIOM. Besonders für ältere Android-Geräte (5+ Jahre) existieren bewährte Methoden zur Datenextraktion und -analyse.\u003C/p>\n\u003Ch2 id=\"kernkomponenten-des-open-source-forensik-stacks\">Kernkomponenten des Open-Source Forensik-Stacks\u003C/h2>\n\u003Cp>\u003Cstrong>Autopsy Digital Forensics Platform\u003C/strong> bildet das Fundament mit GUI-basierter Analyse und integrierten Android-Parsing-Fähigkeiten. Die Plattform unterstützt \u003Cstrong>ALEAPP (Android Logs Events And Protobuf Parser)\u003C/strong>, das über 100 Artefakt-Kategorien aus Android-Extraktionen parst.\u003C/p>\n\u003Cp>\u003Cstrong>Mobile Verification Toolkit (MVT)\u003C/strong> von Amnesty International bietet spezialisierte Command-Line-Tools für Android-Analyse mit Fokus auf Kompromittierungserkennung.\u003C/p>\n\u003Cp>\u003Cstrong>SIFT Workstation\u003C/strong> stellt eine komplette Ubuntu-basierte forensische Umgebung mit 125+ vorinstallierten Tools bereit.\u003C/p>\n\u003Ch2 id=\"erfolgsraten-nach-gerätealter\">Erfolgsraten nach Gerätealter\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Pre-2017 Geräte\u003C/strong>: 85-98% logische Extraktion, 30-70% physische Extraktion\u003C/li>\n\u003Cli>\u003Cstrong>2017-2019 Geräte\u003C/strong>: 80-95% logische Extraktion, 15-35% physische Extraktion\u003C/li>\n\u003Cli>\u003Cstrong>2020+ Geräte\u003C/strong>: 70-85% logische Extraktion, 5-15% physische Extraktion\u003C/li>\n\u003C/ul>\n\u003Ch1 id=\"installation\">Installation\u003C/h1>\n\u003Ch2 id=\"sift-workstation-setup\">SIFT Workstation Setup\u003C/h2>\n\u003Ch3 id=\"systemanforderungen\">Systemanforderungen\u003C/h3>\n\u003Cul>\n\u003Cli>Quad-Core CPU 2.5GHz+\u003C/li>\n\u003Cli>16GB+ RAM\u003C/li>\n\u003Cli>500GB+ SSD Speicher\u003C/li>\n\u003Cli>USB 3.0+ Anschlüsse\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"installation-1\">Installation\u003C/h3>\n\u003Col>\n\u003Cli>Download von \u003Ca href=\"https://www.sans.org/tools/sift-workstation/\">SANS SIFT Workstation\u003C/a>\u003C/li>\n\u003Cli>VMware/VirtualBox Import der OVA-Datei\u003C/li>\n\u003Cli>VM-Konfiguration: 8GB+ RAM, 4+ CPU-Kerne\u003C/li>\n\u003C/ol>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Update nach Installation\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> upgrade\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -y\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> sift\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"autopsy-installation\">Autopsy Installation\u003C/h2>\n\u003Ch3 id=\"windows-installation\">Windows Installation\u003C/h3>\n\u003Col>\n\u003Cli>Download von \u003Ca href=\"https://www.autopsy.com/\">autopsy.com\u003C/a>\u003C/li>\n\u003Cli>Java 8+ Installation erforderlich\u003C/li>\n\u003Cli>Installation mit Administratorrechten\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"linux-installation\">Linux Installation\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Ubuntu/Debian\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> autopsy\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> sleuthkit\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Oder manueller Download und Installation\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">wget\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/sleuthkit/autopsy/releases/latest\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"essential-tools-installation\">Essential Tools Installation\u003C/h2>\n\u003Ch3 id=\"android-debug-bridge-adb\">Android Debug Bridge (ADB)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Ubuntu/Debian\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> android-tools-adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> android-tools-fastboot\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Windows - Download Android Platform Tools\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># https://developer.android.com/studio/releases/platform-tools\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"aleapp-installation\">ALEAPP Installation\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/abrignoni/ALEAPP.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> ALEAPP\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">pip3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -r\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> requirements.txt\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"mobile-verification-toolkit-mvt\">Mobile Verification Toolkit (MVT)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">pip3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mvt\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Oder via GitHub für neueste Version\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/mvt-project/mvt.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mvt\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">pip3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> .\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"andriller-installation\">Andriller Installation\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/den4uk/andriller.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> andriller\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">pip3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -r\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> requirements.txt\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch1 id=\"konfiguration\">Konfiguration\u003C/h1>\n\u003Ch2 id=\"adb-setup-und-gerätevorbereitung\">ADB Setup und Gerätevorbereitung\u003C/h2>\n\u003Ch3 id=\"usb-debugging-aktivieren\">USB-Debugging aktivieren\u003C/h3>\n\u003Col>\n\u003Cli>Entwickleroptionen freischalten (7x Build-Nummer antippen)\u003C/li>\n\u003Cli>USB-Debugging aktivieren\u003C/li>\n\u003Cli>Gerät via USB verbinden\u003C/li>\n\u003Cli>RSA-Fingerprint akzeptieren\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"adb-verbindung-testen\">ADB Verbindung testen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> devices\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Sollte Gerät mit \"device\" Status zeigen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> getprop\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> ro.build.version.release\u003C/span>\u003Cspan style=\"color:#6A737D\"> # Android Version\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> getprop\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> ro.product.model\u003C/span>\u003Cspan style=\"color:#6A737D\"> # Gerätemodell\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"autopsy-projektkonfiguration\">Autopsy Projektkonfiguration\u003C/h2>\n\u003Ch3 id=\"case-setup\">Case-Setup\u003C/h3>\n\u003Col>\n\u003Cli>Neuen Fall erstellen\u003C/li>\n\u003Cli>Ermittler-Informationen eingeben\u003C/li>\n\u003Cli>Case-Verzeichnis festlegen (ausreichend Speicherplatz)\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"android-analyzer-module-aktivieren\">Android Analyzer Module aktivieren\u003C/h3>\n\u003Cul>\n\u003Cli>Tools → Options → Modules\u003C/li>\n\u003Cli>Android Analyzer aktivieren\u003C/li>\n\u003Cli>ALEAPP Integration konfigurieren\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"hash-algorithmen-konfigurieren\">Hash-Algorithmen konfigurieren\u003C/h3>\n\u003Cul>\n\u003Cli>MD5, SHA-1, SHA-256 für Integritätsprüfung\u003C/li>\n\u003Cli>Automatische Hash-Berechnung bei Import aktivieren\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"mvt-konfiguration\">MVT Konfiguration\u003C/h2>\n\u003Ch3 id=\"konfigurationsdatei-erstellen\">Konfigurationsdatei erstellen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"yaml\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># ~/.mvt/config.yaml\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#85E89D\">adb_path\u003C/span>\u003Cspan style=\"color:#E1E4E8\">: \u003C/span>\u003Cspan style=\"color:#9ECBFF\">\"/usr/bin/adb\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#85E89D\">output_folder\u003C/span>\u003Cspan style=\"color:#E1E4E8\">: \u003C/span>\u003Cspan style=\"color:#9ECBFF\">\"/home/user/mvt_output\"\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch1 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h1>\n\u003Ch2 id=\"fall-1-logische-datenextraktion-mit-adb\">Fall 1: Logische Datenextraktion mit ADB\u003C/h2>\n\u003Ch3 id=\"geräteinformationen-sammeln\">Geräteinformationen sammeln\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Systeminfo\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> getprop\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> device_properties.txt\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> cat\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /proc/version\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> kernel_info.txt\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mount\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mount_info.txt\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Installierte Apps\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pm\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> list\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> packages\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> installed_packages.txt\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"datenbank-extraktion\">Datenbank-Extraktion\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># SMS/MMS Datenbank\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/data/com.android.providers.telephony/databases/mmssms.db\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Kontakte\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/data/com.android.providers.contacts/databases/contacts2.db\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Anrufliste \u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/data/com.android.providers.contacts/databases/calllog.db\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"whatsapp-datenextraktion\">WhatsApp Datenextraktion\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># WhatsApp Datenbanken (Root erforderlich)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"cp -r /data/data/com.whatsapp/ /sdcard/whatsapp_backup/\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /sdcard/whatsapp_backup/\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"fall-2-android-backup-analyse\">Fall 2: Android Backup-Analyse\u003C/h2>\n\u003Ch3 id=\"vollständiges-backup-erstellen\">Vollständiges Backup erstellen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Umfassendes Backup (ohne Root)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -all\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -system\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -apk\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -shared\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.ab\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Backup entschlüsseln (falls verschlüsselt)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">java\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -jar\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> abe.jar\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unpack\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.ab\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.tar\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">tar\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -xf\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.tar\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"backup-mit-aleapp-analysieren\">Backup mit ALEAPP analysieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> aleappGUI.py\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Oder Command-Line\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> aleapp.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -t\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> tar\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -i\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.tar\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -o\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> output_folder\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"fall-3-mvt-kompromittierungsanalyse\">Fall 3: MVT Kompromittierungsanalyse\u003C/h2>\n\u003Ch3 id=\"live-geräteanalyse\">Live-Geräteanalyse\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># ADB-basierte Analyse\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">mvt-android\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> check-adb\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --output\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/output/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Backup-Analyse\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">mvt-android\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> check-backup\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --output\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/output/\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.ab\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"ioc-suche-mit-pegasus-indikatoren\">IOC-Suche mit Pegasus-Indikatoren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Mit vorgefertigten IOCs\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">mvt-android\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> check-adb\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --iocs\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/pegasus.stix2\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --output\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> results/\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"fall-4-physische-extraktion-root-erforderlich\">Fall 4: Physische Extraktion (Root erforderlich)\u003C/h2>\n\u003Ch3 id=\"device-rooting---mediatek-geräte\">Device Rooting - MediaTek Geräte\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># MTKClient für MediaTek-Chipsets\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/bkerler/mtkclient.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mtkclient\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mtk\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> payload\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Nach erfolgreichem Root\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"vollständiges-memory-dump\">Vollständiges Memory Dump\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Partitionslayout ermitteln\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"cat /proc/partitions\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"ls -la /dev/block/\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Vollständiges Device Image (Root erforderlich)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"dd if=/dev/block/mmcblk0 of=/sdcard/full_device.img bs=4096\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /sdcard/full_device.img\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch1 id=\"best-practices\">Best Practices\u003C/h1>\n\u003Ch2 id=\"rechtliche-compliance\">Rechtliche Compliance\u003C/h2>\n\u003Ch3 id=\"dokumentation-und-chain-of-custody\">Dokumentation und Chain of Custody\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Cstrong>Vollständige Dokumentation\u003C/strong>: Wer, Was, Wann, Wo, Warum\u003C/li>\n\u003Cli>\u003Cstrong>Hash-Verifikation\u003C/strong>: MD5/SHA-256 für alle extrahierten Daten\u003C/li>\n\u003Cli>\u003Cstrong>Nur forensische Kopien analysieren\u003C/strong>, niemals Originaldaten\u003C/li>\n\u003Cli>\u003Cstrong>Schriftliche Genehmigung\u003C/strong> für Geräteanalyse einholen\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"familiengeräte-und-nachlässe\">Familiengeräte und Nachlässe\u003C/h3>\n\u003Cul>\n\u003Cli>Genehmigung durch Nachlassverwalter erforderlich\u003C/li>\n\u003Cli>Gerichtsbeschlüsse für Cloud-Zugang eventuell nötig\u003C/li>\n\u003Cli>Drittpartei-Kommunikation kann weiterhin geschützt sein\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"technische-best-practices\">Technische Best Practices\u003C/h2>\n\u003Ch3 id=\"hash-integrität-sicherstellen\">Hash-Integrität sicherstellen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Hash vor und nach Transfer prüfen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">md5sum\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> original_file.db\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sha256sum\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> original_file.db\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Hash-Verifikation dokumentieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">echo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"$(\u003C/span>\u003Cspan style=\"color:#B392F0\">date\u003C/span>\u003Cspan style=\"color:#9ECBFF\">): MD5: $(\u003C/span>\u003Cspan style=\"color:#B392F0\">md5sum\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> file.db)\"\u003C/span>\u003Cspan style=\"color:#F97583\"> >>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> chain_of_custody.log\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"sichere-arbeitsumgebung\">Sichere Arbeitsumgebung\u003C/h3>\n\u003Cul>\n\u003Cli>Isolierte VM für Forensik-Arbeit\u003C/li>\n\u003Cli>Netzwerk-Isolation während Analyse\u003C/li>\n\u003Cli>Verschlüsselte Speicherung aller Evidenz\u003C/li>\n\u003Cli>Regelmäßige Backups der Case-Datenbanken\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"qualitätssicherung\">Qualitätssicherung\u003C/h3>\n\u003Cul>\n\u003Cli>Peer-Review kritischer Analysen\u003C/li>\n\u003Cli>Standardisierte Arbeitsabläufe (SOPs)\u003C/li>\n\u003Cli>Regelmäßige Tool-Validierung\u003C/li>\n\u003Cli>Kontinuierliche Weiterbildung\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"erfolgsmaximierung-nach-gerätehersteller\">Erfolgsmaximierung nach Gerätehersteller\u003C/h2>\n\u003Ch3 id=\"mediatek-geräte-höchste-erfolgsrate\">MediaTek-Geräte (Höchste Erfolgsrate)\u003C/h3>\n\u003Cul>\n\u003Cli>BootROM-Exploits für MT6735, MT6737, MT6750, MT6753, MT6797\u003C/li>\n\u003Cli>MTKClient für Hardware-Level-Zugang\u003C/li>\n\u003Cli>Erfolgsrate: 80%+ für Geräte 2015-2019\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"samsung-geräte\">Samsung-Geräte\u003C/h3>\n\u003Cul>\n\u003Cli>Ältere Knox-Implementierungen umgehbar\u003C/li>\n\u003Cli>Emergency Dialer Exploits für Android 4.x\u003C/li>\n\u003Cli>Erfolgsrate: 40-70% je nach Knox-Version\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"pixelnexus-geräte\">Pixel/Nexus-Geräte\u003C/h3>\n\u003Cul>\n\u003Cli>Bootloader-Unlocking oft möglich\u003C/li>\n\u003Cli>Fastboot-basierte Recovery-Installation\u003C/li>\n\u003Cli>Erfolgsrate: 60-80% bei freigeschaltetem Bootloader\u003C/li>\n\u003C/ul>\n\u003Ch1 id=\"troubleshooting\">Troubleshooting\u003C/h1>\n\u003Ch2 id=\"problem-adb-erkennt-gerät-nicht\">Problem: ADB erkennt Gerät nicht\u003C/h2>\n\u003Ch3 id=\"lösung-usb-treiber-und-berechtigungen\">Lösung: USB-Treiber und Berechtigungen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Linux: USB-Berechtigungen prüfen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">lsusb\u003C/span>\u003Cspan style=\"color:#F97583\"> |\u003C/span>\u003Cspan style=\"color:#B392F0\"> grep\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -i\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> android\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> chmod\u003C/span>\u003Cspan style=\"color:#79B8FF\"> 666\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /dev/bus/usb/XXX/XXX\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># udev-Regeln erstellen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">echo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 'SUBSYSTEM==\"usb\", ATTR{idVendor}==\"18d1\", MODE=\"0666\", GROUP=\"plugdev\"'\u003C/span>\u003Cspan style=\"color:#F97583\"> |\u003C/span>\u003Cspan style=\"color:#B392F0\"> sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> tee\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /etc/udev/rules.d/51-android.rules\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> udevadm\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> control\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --reload-rules\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"windows-treiber-installation\">Windows: Treiber-Installation\u003C/h3>\n\u003Col>\n\u003Cli>Geräte-Manager öffnen\u003C/li>\n\u003Cli>Android-Gerät mit Warnsymbol finden\u003C/li>\n\u003Cli>Treiber manuell installieren (Android USB Driver)\u003C/li>\n\u003C/ol>\n\u003Ch2 id=\"problem-verschlüsselte-android-backups\">Problem: Verschlüsselte Android Backups\u003C/h2>\n\u003Ch3 id=\"lösung-android-backup-extractor\">Lösung: Android Backup Extractor\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># ADB Backup Extractor installieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/nelenkov/android-backup-extractor.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> android-backup-extractor\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">gradle\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> build\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Backup entschlüsseln\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">java\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -jar\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> abe.jar\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unpack\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.ab\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.tar\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> [password]\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"problem-unzureichende-berechtigungen-für-datenextraktion\">Problem: Unzureichende Berechtigungen für Datenextraktion\u003C/h2>\n\u003Ch3 id=\"lösung-alternative-extraktionsmethoden\">Lösung: Alternative Extraktionsmethoden\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># AFLogical OSE für begrenzte Extraktion ohne Root\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># WhatsApp Key/DB Extractor für spezifische Apps\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Backup-basierte Extraktion als Fallback\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Custom Recovery für erweiterten Zugang\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> flash\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> recovery\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> twrp-device.img\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"problem-aleapp-parsing-fehler\">Problem: ALEAPP Parsing-Fehler\u003C/h2>\n\u003Ch3 id=\"lösung-datenformat-probleme-beheben\">Lösung: Datenformat-Probleme beheben\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Log-Dateien prüfen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> aleapp.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -t\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dir\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -i\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/data\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -o\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> output\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --debug\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Spezifische Parser deaktivieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Manuelle SQLite-Analyse bei Parser-Fehlern\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \".tables\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \".schema table_name\"\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch1 id=\"erweiterte-techniken\">Erweiterte Techniken\u003C/h1>\n\u003Ch2 id=\"memory-forensics-mit-lime\">Memory Forensics mit LiME\u003C/h2>\n\u003Ch3 id=\"lime-für-arm-devices-kompilieren\">LiME für ARM-Devices kompilieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Cross-Compilation Setup\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\">export\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> ARCH\u003C/span>\u003Cspan style=\"color:#F97583\">=\u003C/span>\u003Cspan style=\"color:#E1E4E8\">arm\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\">export\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> CROSS_COMPILE\u003C/span>\u003Cspan style=\"color:#F97583\">=\u003C/span>\u003Cspan style=\"color:#E1E4E8\">arm-linux-gnueabi-\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\">export\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> KERNEL_DIR\u003C/span>\u003Cspan style=\"color:#F97583\">=\u003C/span>\u003Cspan style=\"color:#E1E4E8\">/path/to/kernel/source\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># LiME Module kompilieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/504ensicsLabs/LiME.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> LiME/src\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">make\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Memory Dump erstellen (Root erforderlich)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> push\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> lime.ko\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/local/tmp/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"insmod /data/local/tmp/lime.ko 'path=/sdcard/memory.lime format=lime'\"\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"volatility-analyse-von-android-memory\">Volatility-Analyse von Android Memory\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Memory Dump analysieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> vol.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> memory.lime\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --profile=Linux\u003C/span>\u003Cspan style=\"color:#F97583\"> <\u003C/span>\u003Cspan style=\"color:#9ECBFF\">profil\u003C/span>\u003Cspan style=\"color:#E1E4E8\">e\u003C/span>\u003Cspan style=\"color:#F97583\">>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> linux.pslist\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> vol.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> memory.lime\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --profile=Linux\u003C/span>\u003Cspan style=\"color:#F97583\"> <\u003C/span>\u003Cspan style=\"color:#9ECBFF\">profil\u003C/span>\u003Cspan style=\"color:#E1E4E8\">e\u003C/span>\u003Cspan style=\"color:#F97583\">>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> linux.bash\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> vol.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> memory.lime\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --profile=Linux\u003C/span>\u003Cspan style=\"color:#F97583\"> <\u003C/span>\u003Cspan style=\"color:#9ECBFF\">profil\u003C/span>\u003Cspan style=\"color:#E1E4E8\">e\u003C/span>\u003Cspan style=\"color:#F97583\">>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> linux.netstat\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"frida-basierte-runtime-analyse\">FRIDA-basierte Runtime-Analyse\u003C/h2>\n\u003Ch3 id=\"frida-für-kryptographie-hooks\">FRIDA für Kryptographie-Hooks\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"javascript\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\">// crypto_hooks.js - SSL/TLS Traffic abfangen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\">Java.\u003C/span>\u003Cspan style=\"color:#B392F0\">perform\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#F97583\">function\u003C/span>\u003Cspan style=\"color:#E1E4E8\">() {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\"> var\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> SSLContext \u003C/span>\u003Cspan style=\"color:#F97583\">=\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> Java.\u003C/span>\u003Cspan style=\"color:#B392F0\">use\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#9ECBFF\">\"javax.net.ssl.SSLContext\"\u003C/span>\u003Cspan style=\"color:#E1E4E8\">);\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\"> SSLContext.init.\u003C/span>\u003Cspan style=\"color:#B392F0\">overload\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#9ECBFF\">'[Ljavax.net.ssl.KeyManager;'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">, \u003C/span>\u003Cspan style=\"color:#9ECBFF\">'[Ljavax.net.ssl.TrustManager;'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">, \u003C/span>\u003Cspan style=\"color:#9ECBFF\">'java.security.SecureRandom'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">).\u003C/span>\u003Cspan style=\"color:#B392F0\">implementation\u003C/span>\u003Cspan style=\"color:#F97583\"> =\u003C/span>\u003Cspan style=\"color:#F97583\"> function\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#FFAB70\">keyManagers\u003C/span>\u003Cspan style=\"color:#E1E4E8\">, \u003C/span>\u003Cspan style=\"color:#FFAB70\">trustManagers\u003C/span>\u003Cspan style=\"color:#E1E4E8\">, \u003C/span>\u003Cspan style=\"color:#FFAB70\">secureRandom\u003C/span>\u003Cspan style=\"color:#E1E4E8\">) {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\"> console.\u003C/span>\u003Cspan style=\"color:#B392F0\">log\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#9ECBFF\">\"[+] SSLContext.init() called\"\u003C/span>\u003Cspan style=\"color:#E1E4E8\">);\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\"> this\u003C/span>\u003Cspan style=\"color:#E1E4E8\">.\u003C/span>\u003Cspan style=\"color:#B392F0\">init\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(keyManagers, trustManagers, secureRandom);\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\"> };\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"frida-installation-und-verwendung\">FRIDA Installation und Verwendung\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># FRIDA Server auf Android-Gerät installieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> push\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> frida-server\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/local/tmp/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"chmod 755 /data/local/tmp/frida-server\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"/data/local/tmp/frida-server &\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Script ausführen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">frida\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -U\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -l\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> crypto_hooks.js\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> com.target.package\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"custom-recovery-und-fastboot-exploits\">Custom Recovery und Fastboot-Exploits\u003C/h2>\n\u003Ch3 id=\"twrp-installation-für-forensischen-zugang\">TWRP Installation für forensischen Zugang\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Bootloader entsperren (Herstellerabhängig)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> oem\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unlock\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Oder\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> flashing\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unlock\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># TWRP flashen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> flash\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> recovery\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> twrp-device.img\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> boot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> twrp-device.img\u003C/span>\u003Cspan style=\"color:#6A737D\"> # Temporäre Installation\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># In TWRP: ADB-Zugang mit Root-Berechtigungen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mount\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /system\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mount\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"partitions-imaging-mit-dd\">Partitions-Imaging mit dd\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Vollständige Partition-Liste\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> cat\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /proc/partitions\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Kritische Partitionen extrahieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> if=/dev/block/bootdevice/by-name/system\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> of=/external_sd/system.img\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> if=/dev/block/bootdevice/by-name/userdata\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> of=/external_sd/userdata.img\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> if=/dev/block/bootdevice/by-name/boot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> of=/external_sd/boot.img\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"sqlite-forensics-und-gelöschte-daten\">SQLite Forensics und gelöschte Daten\u003C/h2>\n\u003Ch3 id=\"erweiterte-sqlite-analyse\">Erweiterte SQLite-Analyse\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Freelist-Analyse für gelöschte Einträge\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"PRAGMA freelist_count;\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"PRAGMA page_size;\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># WAL-Datei Analyse\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"PRAGMA wal_checkpoint;\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">strings\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db-wal\u003C/span>\u003Cspan style=\"color:#F97583\"> |\u003C/span>\u003Cspan style=\"color:#B392F0\"> grep\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -i\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"search_term\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Undark für Deleted Record Recovery\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">undark\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --freelist\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --export-csv\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"timeline-rekonstruktion\">Timeline-Rekonstruktion\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Autopsy Timeline-Generierung\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Tools → Generate Timeline\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Analyse von MAC-Times (Modified, Accessed, Created)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Plaso Timeline-Tools\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">log2timeline.py\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> timeline.plaso\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/android/data/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">psort.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -o\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dynamic\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> timeline.plaso\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"weiterführende-ressourcen\">Weiterführende Ressourcen\u003C/h2>\n\u003Ch3 id=\"dokumentation-und-standards\">Dokumentation und Standards\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Ca href=\"https://csrc.nist.gov/pubs/sp/800/101/r1/final\">NIST SP 800-101 Rev. 1 - Mobile Device Forensics Guidelines\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://www.sans.org/cyber-security-courses/advanced-smartphone-mobile-device-forensics/\">SANS FOR585 - Smartphone Forensics\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://github.com/abrignoni/ALEAPP\">ALEAPP GitHub Repository\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://docs.mvt.re/en/latest/\">MVT Documentation\u003C/a>\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"community-und-weiterbildung\">Community und Weiterbildung\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Ca href=\"https://sleuthkit.org/autopsy/docs/\">Autopsy User Documentation\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://github.com/impillar/AndroidReferences/blob/master/AndroidTools.md\">Android Forensics References\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://github.com/mesquidar/ForensicsTools\">Digital Forensics Framework Collection\u003C/a>\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"spezialisierte-tools\">Spezialisierte Tools\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Ca href=\"https://github.com/bkerler/mtkclient\">MTKClient für MediaTek Exploits\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://github.com/nowsecure/android-forensics\">Android Forensics Framework\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://santoku-linux.com/\">Santoku Linux Mobile Forensics Distribution\u003C/a>\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cp>\u003Cstrong>Wichtiger Hinweis\u003C/strong>: Diese Anleitung dient ausschließlich für autorisierte forensische Untersuchungen. Stellen Sie sicher, dass Sie über entsprechende rechtliche Befugnisse verfügen, bevor Sie diese Techniken anwenden. Bei Zweifeln konsultieren Sie Rechtsberatung.\u003C/p>",{"headings":365,"localImagePaths":587,"remoteImagePaths":588,"frontmatter":346,"imagePaths":589},[366,367,370,373,374,377,380,382,385,388,391,394,397,400,403,406,407,410,413,416,419,422,425,428,431,434,435,438,441,444,447,450,453,456,459,462,465,468,471,474,475,478,481,484,487,490,493,496,499,502,505,508,509,512,515,518,521,524,527,530,533,536,539,542,545,548,551,554,557,560,563,566,569,572,575,578,581,584],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":368,"text":369},"kernkomponenten-des-open-source-forensik-stacks","Kernkomponenten des Open-Source Forensik-Stacks",{"depth":47,"slug":371,"text":372},"erfolgsraten-nach-gerätealter","Erfolgsraten nach Gerätealter",{"depth":43,"slug":48,"text":49},{"depth":47,"slug":375,"text":376},"sift-workstation-setup","SIFT Workstation 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+[["Map",1,2,7,8],"meta::meta",["Map",3,4,5,6],"astro-version","5.12.6","astro-config-digest","{\"root\":{},\"srcDir\":{},\"publicDir\":{},\"outDir\":{},\"cacheDir\":{},\"compressHTML\":true,\"base\":\"/\",\"trailingSlash\":\"ignore\",\"output\":\"server\",\"scopedStyleStrategy\":\"attribute\",\"build\":{\"format\":\"directory\",\"client\":{},\"server\":{},\"assets\":\"_astro\",\"serverEntry\":\"entry.mjs\",\"redirects\":true,\"inlineStylesheets\":\"auto\",\"concurrency\":1},\"server\":{\"open\":false,\"host\":true,\"port\":4321,\"streaming\":true,\"allowedHosts\":[]},\"redirects\":{},\"image\":{\"endpoint\":{\"route\":\"/_image\",\"entrypoint\":\"astro/assets/endpoint/node\"},\"service\":{\"entrypoint\":\"astro/assets/services/sharp\",\"config\":{}},\"domains\":[],\"remotePatterns\":[],\"responsiveStyles\":false},\"devToolbar\":{\"enabled\":true},\"markdown\":{\"syntaxHighlight\":{\"type\":\"shiki\",\"excludeLangs\":[\"math\"]},\"shikiConfig\":{\"langs\":[],\"langAlias\":{},\"theme\":\"github-dark\",\"themes\":{},\"wrap\":false,\"transformers\":[]},\"remarkPlugins\":[],\"rehypePlugins\":[],\"remarkRehype\":{},\"gfm\":true,\"smartypants\":true},\"security\":{\"checkOrigin\":true},\"env\":{\"schema\":{},\"validateSecrets\":false},\"experimental\":{\"clientPrerender\":false,\"contentIntellisense\":false,\"headingIdCompat\":false,\"preserveScriptOrder\":false,\"liveContentCollections\":false,\"csp\":false,\"rawEnvValues\":false},\"legacy\":{\"collections\":false},\"session\":{\"driver\":\"fs-lite\",\"options\":{\"base\":\"/var/home/user01/Projekte/forensic-pathways/node_modules/.astro/sessions\"}}}","knowledgebase",["Map",9,10,100,101,174,175,223,224,288,289,535,536],"misp",{"id":9,"data":11,"body":35,"filePath":36,"digest":37,"rendered":38,"legacyId":99},{"title":12,"tool_name":13,"description":14,"last_updated":15,"author":16,"difficulty":17,"categories":18,"tags":24,"sections":31,"review_status":34},"MISP - Plattform für Threat Intelligence Sharing","MISP","Das Rückgrat des modernen Threat-Intelligence-Sharings mit über 40.000 aktiven Instanzen weltweit.",["Date","2025-07-20T00:00:00.000Z"],"Claude 4 Sonnet","intermediate",[19,20,21,22,23],"incident-response","static-investigations","malware-analysis","network-forensics","cloud-forensics",[25,26,27,28,29,30],"web-based","threat-intelligence","api","correlation","ioc-sharing","automation",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":33},true,false,"published","> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\n**MISP (Malware Information Sharing Platform & Threat Sharing)** ist eine freie Open-Source-Plattform zur strukturierten Erfassung, Speicherung, Analyse und gemeinsamen Nutzung von Cyber-Bedrohungsdaten. Mit über 40.000 Instanzen weltweit ist MISP der De-facto-Standard für den Austausch von Indicators of Compromise (IoCs) und Threat Intelligence zwischen CERTs, SOCs, Strafverfolgungsbehörden und anderen sicherheitsrelevanten Organisationen.\n\nDie föderierte Architektur ermöglicht einen kontrollierten, dezentralen Austausch von Informationen über vertrauenswürdige Partner hinweg. Durch Taxonomien, Tags und integrierte APIs ist eine automatische Anreicherung, Korrelation und Verarbeitung von Informationen in SIEMs, Firewalls oder Endpoint-Lösungen möglich.\n\n## Installation\n\n### Voraussetzungen\n\n- **Server-Betriebssystem:** Linux (empfohlen: Debian/Ubuntu)\n- **Abhängigkeiten:** MariaDB/MySQL, PHP, Apache/Nginx, Redis\n- **Ressourcen:** Mindestens 4 GB RAM, SSD empfohlen\n\n### Installationsschritte\n\n```bash\n# Beispiel für Debian/Ubuntu:\nsudo apt update && sudo apt install -y curl gnupg git python3 python3-pip redis-server mariadb-server apache2 php libapache2-mod-php\n\n# MISP klonen\ngit clone https://github.com/MISP/MISP.git /var/www/MISP\n\n# Setup-Skript nutzen\ncd /var/www/MISP && bash INSTALL/INSTALL.debian.sh\n````\n\nWeitere Details: [Offizielle Installationsanleitung](https://misp.github.io/MISP/INSTALL.debian/)\n\n## Konfiguration\n\n### Webserver\n\n* HTTPS aktivieren (Let's Encrypt oder Reverse Proxy)\n* PHP-Konfiguration anpassen (`upload_max_filesize`, `memory_limit`, `post_max_size`)\n\n### Benutzerrollen\n\n* Administrator, Org-Admin, Analyst etc.\n* Zugriffsbeschränkungen nach Organisation/Feed definierbar\n\n### Feeds und Galaxies\n\n* Aktivierung von Feeds (z. B. CIRCL, Abuse.ch, OpenCTI)\n* Nutzung von Galaxies zur Klassifizierung (APT-Gruppen, Malware-Familien)\n\n## Verwendungsbeispiele\n\n### Beispiel 1: Import von IoCs aus externem Feed\n\n1. Feed aktivieren unter **Administration → List Feeds**\n2. Feed synchronisieren\n3. Ereignisse durchsuchen, analysieren, ggf. mit eigenen Daten korrelieren\n\n### Beispiel 2: Automatisierte Anbindung an SIEM\n\n* REST-API-Token erstellen\n* API-Calls zur Abfrage neuer Events (z. B. mit Python, Logstash oder MISP Workbench)\n* Integration in Security-Systeme über JSON/STIX export\n\n## Best Practices\n\n* Regelmäßige Backups der Datenbank\n* Taxonomien konsistent verwenden\n* Nutzung der Sighting-Funktion zur Validierung von IoCs\n* Vertrauensstufen (TLP, PAP) korrekt setzen\n* Nicht nur konsumieren – auch teilen!\n\n## Troubleshooting\n\n### Problem: MISP-Feeds laden nicht\n\n**Lösung:**\n\n* Internetverbindung prüfen\n* Cronjobs aktiv?\n* Logs prüfen: `/var/www/MISP/app/tmp/logs/error.log`\n\n### Problem: API gibt 403 zurück\n\n**Lösung:**\n\n* Ist der API-Key korrekt und aktiv?\n* Rechte des Benutzers überprüfen\n* IP-Filter im MISP-Backend beachten\n\n### Problem: Hohe Datenbanklast\n\n**Lösung:**\n\n* Indizes optimieren\n* Redis aktivieren\n* Alte Events regelmäßig archivieren oder löschen\n\n## Weiterführende Themen\n\n* STIX2-Import/Export\n* Erweiterungen mit MISP Modules (z. B. für Virustotal, YARA)\n* Föderierte Netzwerke und Community-Portale\n* Integration mit OpenCTI oder TheHive\n\n---\n\n**Links:**\n\n* 🌐 [Offizielle Projektseite](https://misp-project.org/)\n* 📦 [CC24-MISP-Instanz](https://misp.cc24.dev)\n* 📊 [Status-Monitoring](https://status.mikoshi.de/api/badge/34/status)\n\nLizenz: **AGPL-3.0**","src/content/knowledgebase/misp.md","35930fa919a46964",{"html":39,"metadata":40},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>\u003Cstrong>MISP (Malware Information Sharing Platform & Threat Sharing)\u003C/strong> ist eine freie Open-Source-Plattform zur strukturierten Erfassung, Speicherung, Analyse und gemeinsamen Nutzung von Cyber-Bedrohungsdaten. Mit über 40.000 Instanzen weltweit ist MISP der De-facto-Standard für den Austausch von Indicators of Compromise (IoCs) und Threat Intelligence zwischen CERTs, SOCs, Strafverfolgungsbehörden und anderen sicherheitsrelevanten Organisationen.\u003C/p>\n\u003Cp>Die föderierte Architektur ermöglicht einen kontrollierten, dezentralen Austausch von Informationen über vertrauenswürdige Partner hinweg. Durch Taxonomien, Tags und integrierte APIs ist eine automatische Anreicherung, Korrelation und Verarbeitung von Informationen in SIEMs, Firewalls oder Endpoint-Lösungen möglich.\u003C/p>\n\u003Ch2 id=\"installation\">Installation\u003C/h2>\n\u003Ch3 id=\"voraussetzungen\">Voraussetzungen\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Cstrong>Server-Betriebssystem:\u003C/strong> Linux (empfohlen: Debian/Ubuntu)\u003C/li>\n\u003Cli>\u003Cstrong>Abhängigkeiten:\u003C/strong> MariaDB/MySQL, PHP, Apache/Nginx, Redis\u003C/li>\n\u003Cli>\u003Cstrong>Ressourcen:\u003C/strong> Mindestens 4 GB RAM, SSD empfohlen\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"installationsschritte\">Installationsschritte\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Beispiel für Debian/Ubuntu:\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -y\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> curl\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> gnupg\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> python3-pip\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> redis-server\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mariadb-server\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apache2\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> libapache2-mod-php\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># MISP klonen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/MISP/MISP.git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/MISP\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Setup-Skript nutzen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/MISP\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">bash\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> INSTALL/INSTALL.debian.sh\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Weitere Details: \u003Ca href=\"https://misp.github.io/MISP/INSTALL.debian/\">Offizielle Installationsanleitung\u003C/a>\u003C/p>\n\u003Ch2 id=\"konfiguration\">Konfiguration\u003C/h2>\n\u003Ch3 id=\"webserver\">Webserver\u003C/h3>\n\u003Cul>\n\u003Cli>HTTPS aktivieren (Let’s Encrypt oder Reverse Proxy)\u003C/li>\n\u003Cli>PHP-Konfiguration anpassen (\u003Ccode>upload_max_filesize\u003C/code>, \u003Ccode>memory_limit\u003C/code>, \u003Ccode>post_max_size\u003C/code>)\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"benutzerrollen\">Benutzerrollen\u003C/h3>\n\u003Cul>\n\u003Cli>Administrator, Org-Admin, Analyst etc.\u003C/li>\n\u003Cli>Zugriffsbeschränkungen nach Organisation/Feed definierbar\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"feeds-und-galaxies\">Feeds und Galaxies\u003C/h3>\n\u003Cul>\n\u003Cli>Aktivierung von Feeds (z. B. CIRCL, Abuse.ch, OpenCTI)\u003C/li>\n\u003Cli>Nutzung von Galaxies zur Klassifizierung (APT-Gruppen, Malware-Familien)\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"beispiel-1-import-von-iocs-aus-externem-feed\">Beispiel 1: Import von IoCs aus externem Feed\u003C/h3>\n\u003Col>\n\u003Cli>Feed aktivieren unter \u003Cstrong>Administration → List Feeds\u003C/strong>\u003C/li>\n\u003Cli>Feed synchronisieren\u003C/li>\n\u003Cli>Ereignisse durchsuchen, analysieren, ggf. mit eigenen Daten korrelieren\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"beispiel-2-automatisierte-anbindung-an-siem\">Beispiel 2: Automatisierte Anbindung an SIEM\u003C/h3>\n\u003Cul>\n\u003Cli>REST-API-Token erstellen\u003C/li>\n\u003Cli>API-Calls zur Abfrage neuer Events (z. B. mit Python, Logstash oder MISP Workbench)\u003C/li>\n\u003Cli>Integration in Security-Systeme über JSON/STIX export\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>Regelmäßige Backups der Datenbank\u003C/li>\n\u003Cli>Taxonomien konsistent verwenden\u003C/li>\n\u003Cli>Nutzung der Sighting-Funktion zur Validierung von IoCs\u003C/li>\n\u003Cli>Vertrauensstufen (TLP, PAP) korrekt setzen\u003C/li>\n\u003Cli>Nicht nur konsumieren – auch teilen!\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"troubleshooting\">Troubleshooting\u003C/h2>\n\u003Ch3 id=\"problem-misp-feeds-laden-nicht\">Problem: MISP-Feeds laden nicht\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Internetverbindung prüfen\u003C/li>\n\u003Cli>Cronjobs aktiv?\u003C/li>\n\u003Cli>Logs prüfen: \u003Ccode>/var/www/MISP/app/tmp/logs/error.log\u003C/code>\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"problem-api-gibt-403-zurück\">Problem: API gibt 403 zurück\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Ist der API-Key korrekt und aktiv?\u003C/li>\n\u003Cli>Rechte des Benutzers überprüfen\u003C/li>\n\u003Cli>IP-Filter im MISP-Backend beachten\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"problem-hohe-datenbanklast\">Problem: Hohe Datenbanklast\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Indizes optimieren\u003C/li>\n\u003Cli>Redis aktivieren\u003C/li>\n\u003Cli>Alte Events regelmäßig archivieren oder löschen\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Cul>\n\u003Cli>STIX2-Import/Export\u003C/li>\n\u003Cli>Erweiterungen mit MISP Modules (z. B. für Virustotal, YARA)\u003C/li>\n\u003Cli>Föderierte Netzwerke und Community-Portale\u003C/li>\n\u003Cli>Integration mit OpenCTI oder TheHive\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cp>\u003Cstrong>Links:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>🌐 \u003Ca href=\"https://misp-project.org/\">Offizielle Projektseite\u003C/a>\u003C/li>\n\u003Cli>📦 \u003Ca href=\"https://misp.cc24.dev\">CC24-MISP-Instanz\u003C/a>\u003C/li>\n\u003Cli>📊 \u003Ca href=\"https://status.mikoshi.de/api/badge/34/status\">Status-Monitoring\u003C/a>\u003C/li>\n\u003C/ul>\n\u003Cp>Lizenz: \u003Cstrong>AGPL-3.0\u003C/strong>\u003C/p>",{"headings":41,"localImagePaths":96,"remoteImagePaths":97,"frontmatter":11,"imagePaths":98},[42,46,50,54,57,60,63,66,69,72,75,78,81,84,87,90,93],{"depth":43,"slug":44,"text":45},1,"übersicht","Übersicht",{"depth":47,"slug":48,"text":49},2,"installation","Installation",{"depth":51,"slug":52,"text":53},3,"voraussetzungen","Voraussetzungen",{"depth":51,"slug":55,"text":56},"installationsschritte","Installationsschritte",{"depth":47,"slug":58,"text":59},"konfiguration","Konfiguration",{"depth":51,"slug":61,"text":62},"webserver","Webserver",{"depth":51,"slug":64,"text":65},"benutzerrollen","Benutzerrollen",{"depth":51,"slug":67,"text":68},"feeds-und-galaxies","Feeds und Galaxies",{"depth":47,"slug":70,"text":71},"verwendungsbeispiele","Verwendungsbeispiele",{"depth":51,"slug":73,"text":74},"beispiel-1-import-von-iocs-aus-externem-feed","Beispiel 1: Import von IoCs aus externem Feed",{"depth":51,"slug":76,"text":77},"beispiel-2-automatisierte-anbindung-an-siem","Beispiel 2: Automatisierte Anbindung an SIEM",{"depth":47,"slug":79,"text":80},"best-practices","Best Practices",{"depth":47,"slug":82,"text":83},"troubleshooting","Troubleshooting",{"depth":51,"slug":85,"text":86},"problem-misp-feeds-laden-nicht","Problem: MISP-Feeds laden nicht",{"depth":51,"slug":88,"text":89},"problem-api-gibt-403-zurück","Problem: API gibt 403 zurück",{"depth":51,"slug":91,"text":92},"problem-hohe-datenbanklast","Problem: Hohe Datenbanklast",{"depth":47,"slug":94,"text":95},"weiterführende-themen","Weiterführende Themen",[],[],[],"misp.md","kali-linux",{"id":100,"data":102,"body":117,"filePath":118,"digest":119,"rendered":120,"legacyId":173},{"title":103,"tool_name":104,"description":105,"last_updated":106,"author":16,"difficulty":17,"categories":107,"tags":110,"sections":116,"review_status":34},"Kali Linux - Die Hacker-Distribution für Forensik & Penetration Testing","Kali Linux","Leitfaden zur Installation, Nutzung und Best Practices für Kali Linux – die All-in-One-Plattform für Security-Profis.",["Date","2025-07-20T00:00:00.000Z"],[19,108,109],"forensics","penetration-testing",[111,112,109,113,114,115],"live-boot","tool-collection","forensics-suite","virtualization","arm-support",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":32},"> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\nKali Linux ist eine auf Debian basierende Linux-Distribution, die speziell für Penetration Testing, digitale Forensik, Reverse Engineering und Incident Response entwickelt wurde. Mit über 600 vorinstallierten Tools ist sie ein unverzichtbares Werkzeug für Security-Experten, Ermittler und forensische Analysten. Die Live-Boot-Funktion erlaubt es, Systeme ohne Spuren zu hinterlassen zu analysieren – ideal für forensische Untersuchungen.\n\n## Installation\n\n### Option 1: Live-System (USB/DVD)\n\n1. ISO-Image von [kali.org](https://www.kali.org/get-kali/) herunterladen.\n2. Mit **Rufus** oder **balenaEtcher** auf einen USB-Stick schreiben.\n3. Vom USB-Stick booten (ggf. Boot-Reihenfolge im BIOS anpassen).\n4. Kali kann direkt ohne Installation im Live-Modus verwendet werden.\n\n### Option 2: Installation auf Festplatte\n\n1. ISO-Image booten und **Graphical Install** wählen.\n2. Schritt-für-Schritt durch den Installationsassistenten navigieren:\n - Sprache, Zeitzone und Tastaturlayout auswählen\n - Partitionierung konfigurieren (automatisch oder manuell)\n - Benutzerkonten erstellen\n3. Nach Installation Neustart durchführen.\n\n### Option 3: Virtuelle Maschine (VM)\n\n- Offizielle VM-Images für VirtualBox und VMware von der [Kali-Website](https://www.kali.org/get-kali/#kali-virtual-machines)\n- Importieren, ggf. Netzwerkbrücke und Shared Folders aktivieren\n\n## Konfiguration\n\n### Netzwerkeinstellungen\n\n- Konfiguration über `nmtui` oder `/etc/network/interfaces`\n- VPN und Proxy-Integration über GUI oder Terminal\n\n### Updates & Paketquellen\n\n```bash\nsudo apt update && sudo apt full-upgrade\n````\n\n> Hinweis: `kali-rolling` ist die Standard-Distribution für kontinuierliche Updates.\n\n### Sprache & Lokalisierung\n\n```bash\nsudo dpkg-reconfigure locales\nsudo dpkg-reconfigure keyboard-configuration\n```\n\n## Verwendungsbeispiele\n\n### 1. Netzwerkscan mit Nmap\n\n```bash\nnmap -sS -T4 -A 192.168.1.0/24\n```\n\n### 2. Passwort-Cracking mit John the Ripper\n\n```bash\njohn --wordlist=/usr/share/wordlists/rockyou.txt hashes.txt\n```\n\n### 3. Forensik mit Autopsy\n\n```bash\nautopsy &\n```\n\n### 4. Android-Analyse mit MobSF (in Docker)\n\n```bash\ndocker pull opensecurity/mobile-security-framework-mobsf\ndocker run -it -p 8000:8000 mobsf\n```\n\n## Best Practices\n\n* Nutze immer **aktuelle Snapshots** oder VM-Clones vor gefährlichen Tests\n* Verwende separate Netzwerke (z. B. Host-only oder NAT) für Tests\n* Deaktiviere automatisches WLAN bei forensischen Analysen\n* Prüfe und aktualisiere regelmäßig Toolsets (`apt`, `git`, `pip`)\n* Halte deine ISO-Images versioniert für forensische Reproduzierbarkeit\n\n## Troubleshooting\n\n### Problem: Keine Internetverbindung nach Installation\n\n**Lösung:** Netzwerkadapter prüfen, ggf. mit `ifconfig` oder `ip a` überprüfen, DHCP aktivieren.\n\n### Problem: Tools fehlen nach Update\n\n**Lösung:** Tool-Gruppen wie `kali-linux-default` manuell nachinstallieren:\n\n```bash\nsudo apt install kali-linux-default\n```\n\n### Problem: „Permission Denied“ bei Tools\n\n**Lösung:** Root-Rechte nutzen oder mit `sudo` ausführen.\n\n## Weiterführende Themen\n\n* **Kustomisierung von Kali ISOs** mit `live-build`\n* **NetHunter**: Kali für mobile Geräte (Android)\n* **Kali Purple**: Defensive Security Suite\n* Integration mit **Cloud-Infrastrukturen** via WSL oder Azure\n\n---\n\n**Links & Ressourcen:**\n\n* Offizielle Website: [https://kali.org](https://kali.org/)\n* Dokumentation: [https://docs.kali.org/](https://docs.kali.org/)\n* GitLab Repo: [https://gitlab.com/kalilinux](https://gitlab.com/kalilinux)\n* Discord-Community: [https://discord.com/invite/kali-linux](https://discord.com/invite/kali-linux)","src/content/knowledgebase/kali-linux.md","09243ebc79d75dbc",{"html":121,"metadata":122},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>Kali Linux ist eine auf Debian basierende Linux-Distribution, die speziell für Penetration Testing, digitale Forensik, Reverse Engineering und Incident Response entwickelt wurde. Mit über 600 vorinstallierten Tools ist sie ein unverzichtbares Werkzeug für Security-Experten, Ermittler und forensische Analysten. Die Live-Boot-Funktion erlaubt es, Systeme ohne Spuren zu hinterlassen zu analysieren – ideal für forensische Untersuchungen.\u003C/p>\n\u003Ch2 id=\"installation\">Installation\u003C/h2>\n\u003Ch3 id=\"option-1-live-system-usbdvd\">Option 1: Live-System (USB/DVD)\u003C/h3>\n\u003Col>\n\u003Cli>ISO-Image von \u003Ca href=\"https://www.kali.org/get-kali/\">kali.org\u003C/a> herunterladen.\u003C/li>\n\u003Cli>Mit \u003Cstrong>Rufus\u003C/strong> oder \u003Cstrong>balenaEtcher\u003C/strong> auf einen USB-Stick schreiben.\u003C/li>\n\u003Cli>Vom USB-Stick booten (ggf. Boot-Reihenfolge im BIOS anpassen).\u003C/li>\n\u003Cli>Kali kann direkt ohne Installation im Live-Modus verwendet werden.\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"option-2-installation-auf-festplatte\">Option 2: Installation auf Festplatte\u003C/h3>\n\u003Col>\n\u003Cli>ISO-Image booten und \u003Cstrong>Graphical Install\u003C/strong> wählen.\u003C/li>\n\u003Cli>Schritt-für-Schritt durch den Installationsassistenten navigieren:\n\u003Cul>\n\u003Cli>Sprache, Zeitzone und Tastaturlayout auswählen\u003C/li>\n\u003Cli>Partitionierung konfigurieren (automatisch oder manuell)\u003C/li>\n\u003Cli>Benutzerkonten erstellen\u003C/li>\n\u003C/ul>\n\u003C/li>\n\u003Cli>Nach Installation Neustart durchführen.\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"option-3-virtuelle-maschine-vm\">Option 3: Virtuelle Maschine (VM)\u003C/h3>\n\u003Cul>\n\u003Cli>Offizielle VM-Images für VirtualBox und VMware von der \u003Ca href=\"https://www.kali.org/get-kali/#kali-virtual-machines\">Kali-Website\u003C/a>\u003C/li>\n\u003Cli>Importieren, ggf. Netzwerkbrücke und Shared Folders aktivieren\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"konfiguration\">Konfiguration\u003C/h2>\n\u003Ch3 id=\"netzwerkeinstellungen\">Netzwerkeinstellungen\u003C/h3>\n\u003Cul>\n\u003Cli>Konfiguration über \u003Ccode>nmtui\u003C/code> oder \u003Ccode>/etc/network/interfaces\u003C/code>\u003C/li>\n\u003Cli>VPN und Proxy-Integration über GUI oder Terminal\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"updates--paketquellen\">Updates & Paketquellen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> full-upgrade\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cblockquote>\n\u003Cp>Hinweis: \u003Ccode>kali-rolling\u003C/code> ist die Standard-Distribution für kontinuierliche Updates.\u003C/p>\n\u003C/blockquote>\n\u003Ch3 id=\"sprache--lokalisierung\">Sprache & Lokalisierung\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dpkg-reconfigure\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> locales\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dpkg-reconfigure\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> keyboard-configuration\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"1-netzwerkscan-mit-nmap\">1. Netzwerkscan mit Nmap\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">nmap\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -sS\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -T4\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -A\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 192.168.1.0/24\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"2-passwort-cracking-mit-john-the-ripper\">2. Passwort-Cracking mit John the Ripper\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">john\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --wordlist=/usr/share/wordlists/rockyou.txt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> hashes.txt\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"3-forensik-mit-autopsy\">3. Forensik mit Autopsy\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">autopsy\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> &\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"4-android-analyse-mit-mobsf-in-docker\">4. Android-Analyse mit MobSF (in Docker)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">docker\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> opensecurity/mobile-security-framework-mobsf\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">docker\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> run\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -it\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -p\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 8000:8000\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mobsf\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>Nutze immer \u003Cstrong>aktuelle Snapshots\u003C/strong> oder VM-Clones vor gefährlichen Tests\u003C/li>\n\u003Cli>Verwende separate Netzwerke (z. B. Host-only oder NAT) für Tests\u003C/li>\n\u003Cli>Deaktiviere automatisches WLAN bei forensischen Analysen\u003C/li>\n\u003Cli>Prüfe und aktualisiere regelmäßig Toolsets (\u003Ccode>apt\u003C/code>, \u003Ccode>git\u003C/code>, \u003Ccode>pip\u003C/code>)\u003C/li>\n\u003Cli>Halte deine ISO-Images versioniert für forensische Reproduzierbarkeit\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"troubleshooting\">Troubleshooting\u003C/h2>\n\u003Ch3 id=\"problem-keine-internetverbindung-nach-installation\">Problem: Keine Internetverbindung nach Installation\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> Netzwerkadapter prüfen, ggf. mit \u003Ccode>ifconfig\u003C/code> oder \u003Ccode>ip a\u003C/code> überprüfen, DHCP aktivieren.\u003C/p>\n\u003Ch3 id=\"problem-tools-fehlen-nach-update\">Problem: Tools fehlen nach Update\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> Tool-Gruppen wie \u003Ccode>kali-linux-default\u003C/code> manuell nachinstallieren:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> kali-linux-default\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"problem-permission-denied-bei-tools\">Problem: „Permission Denied“ bei Tools\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> Root-Rechte nutzen oder mit \u003Ccode>sudo\u003C/code> ausführen.\u003C/p>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Kustomisierung von Kali ISOs\u003C/strong> mit \u003Ccode>live-build\u003C/code>\u003C/li>\n\u003Cli>\u003Cstrong>NetHunter\u003C/strong>: Kali für mobile Geräte (Android)\u003C/li>\n\u003Cli>\u003Cstrong>Kali Purple\u003C/strong>: Defensive Security Suite\u003C/li>\n\u003Cli>Integration mit \u003Cstrong>Cloud-Infrastrukturen\u003C/strong> via WSL oder Azure\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cp>\u003Cstrong>Links & Ressourcen:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Offizielle Website: \u003Ca href=\"https://kali.org/\">https://kali.org\u003C/a>\u003C/li>\n\u003Cli>Dokumentation: \u003Ca href=\"https://docs.kali.org/\">https://docs.kali.org/\u003C/a>\u003C/li>\n\u003Cli>GitLab Repo: \u003Ca href=\"https://gitlab.com/kalilinux\">https://gitlab.com/kalilinux\u003C/a>\u003C/li>\n\u003Cli>Discord-Community: \u003Ca href=\"https://discord.com/invite/kali-linux\">https://discord.com/invite/kali-linux\u003C/a>\u003C/li>\n\u003C/ul>",{"headings":123,"localImagePaths":170,"remoteImagePaths":171,"frontmatter":102,"imagePaths":172},[124,125,126,129,132,135,136,139,142,145,146,149,152,155,158,159,160,163,166,169],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":48,"text":49},{"depth":51,"slug":127,"text":128},"option-1-live-system-usbdvd","Option 1: Live-System (USB/DVD)",{"depth":51,"slug":130,"text":131},"option-2-installation-auf-festplatte","Option 2: Installation auf Festplatte",{"depth":51,"slug":133,"text":134},"option-3-virtuelle-maschine-vm","Option 3: Virtuelle Maschine (VM)",{"depth":47,"slug":58,"text":59},{"depth":51,"slug":137,"text":138},"netzwerkeinstellungen","Netzwerkeinstellungen",{"depth":51,"slug":140,"text":141},"updates--paketquellen","Updates & Paketquellen",{"depth":51,"slug":143,"text":144},"sprache--lokalisierung","Sprache & Lokalisierung",{"depth":47,"slug":70,"text":71},{"depth":51,"slug":147,"text":148},"1-netzwerkscan-mit-nmap","1. Netzwerkscan mit Nmap",{"depth":51,"slug":150,"text":151},"2-passwort-cracking-mit-john-the-ripper","2. Passwort-Cracking mit John the Ripper",{"depth":51,"slug":153,"text":154},"3-forensik-mit-autopsy","3. Forensik mit Autopsy",{"depth":51,"slug":156,"text":157},"4-android-analyse-mit-mobsf-in-docker","4. Android-Analyse mit MobSF (in Docker)",{"depth":47,"slug":79,"text":80},{"depth":47,"slug":82,"text":83},{"depth":51,"slug":161,"text":162},"problem-keine-internetverbindung-nach-installation","Problem: Keine Internetverbindung nach Installation",{"depth":51,"slug":164,"text":165},"problem-tools-fehlen-nach-update","Problem: Tools fehlen nach Update",{"depth":51,"slug":167,"text":168},"problem-permission-denied-bei-tools","Problem: „Permission Denied“ bei Tools",{"depth":47,"slug":94,"text":95},[],[],[],"kali-linux.md","regular-expressions-regex",{"id":174,"data":176,"body":190,"filePath":191,"digest":192,"rendered":193,"legacyId":222},{"title":177,"tool_name":178,"description":179,"last_updated":180,"author":16,"difficulty":17,"categories":181,"tags":183,"sections":189,"review_status":34},"Regular Expressions (Regex) – Musterbasierte Textanalyse","Regular Expressions (Regex)","Pattern matching language für Suche, Extraktion und Manipulation von Text in forensischen Analysen.",["Date","2025-07-20T00:00:00.000Z"],[19,21,22,182],"fraud-investigation",[184,185,186,187,188],"pattern-matching","text-processing","log-analysis","string-manipulation","search-algorithms",{"overview":32,"installation":33,"configuration":33,"usage_examples":32,"best_practices":32,"troubleshooting":33,"advanced_topics":32},"> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\n**Regular Expressions (Regex)** sind ein leistungsfähiges Werkzeug zur Erkennung, Extraktion und Transformation von Zeichenfolgen anhand vordefinierter Muster. In der digitalen Forensik sind Regex-Ausdrücke unverzichtbar: Sie helfen beim Auffinden von IP-Adressen, Hash-Werten, Dateipfaden, Malware-Signaturen oder Kreditkartennummern in großen Mengen unstrukturierter Daten wie Logdateien, Netzwerktraces oder Memory Dumps.\n\nRegex ist nicht auf eine bestimmte Plattform oder Software beschränkt – es wird in nahezu allen gängigen Programmiersprachen, Texteditoren und forensischen Tools unterstützt.\n\n## Verwendungsbeispiele\n\n### 1. IP-Adressen extrahieren\n\n```regex\n\\b(?:\\d{1,3}\\.){3}\\d{1,3}\\b\n````\n\nVerwendung:\n\n* Finden von IP-Adressen in Firewall-Logs oder Packet Captures.\n* Beispiel-Zeile:\n\n ```\n Connection from 192.168.1.101 to port 443 established\n ```\n\n### 2. E-Mail-Adressen identifizieren\n\n```regex\n[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\\.[a-zA-Z]{2,}\n```\n\nVerwendung:\n\n* Erkennung von kompromittierten Accounts in Phishing-E-Mails.\n* Analyse von Useraktivitäten oder Kommunikationsverläufen.\n\n### 3. Hash-Werte erkennen (z. B. SHA-256)\n\n```regex\n\\b[A-Fa-f0-9]{64}\\b\n```\n\nVerwendung:\n\n* Extraktion von Malware-Hashes aus Memory Dumps oder YARA-Logs.\n\n### 4. Zeitstempel in Logdateien extrahieren\n\n```regex\n\\d{4}-\\d{2}-\\d{2}[ T]\\d{2}:\\d{2}:\\d{2}\n```\n\nVerwendung:\n\n* Zeitsensitive Korrelationsanalysen (z. B. bei Intrusion Detection oder Timeline-Rekonstruktionen).\n\n## Best Practices\n\n* **Regex testen**: Nutze Plattformen wie [regexr.com](https://regexr.com/) oder [regex101.com](https://regex101.com/) zur Validierung.\n* **Performance beachten**: Komplexe Ausdrücke können ineffizient sein und Systeme verlangsamen – verwende Lazy Quantifiers (`*?`, `+?`) bei Bedarf.\n* **Escape-Zeichen korrekt anwenden**: Spezielle Zeichen wie `.` oder `\\` müssen bei Bedarf mit `\\\\` oder `\\.` maskiert werden.\n* **Portabilität prüfen**: Unterschiedliche Regex-Engines (z. B. Python `re`, PCRE, JavaScript) interpretieren manche Syntax leicht unterschiedlich.\n* **Lesbarkeit fördern**: Verwende benannte Gruppen (`(?P\u003Cname>...)`) und Kommentare (`(?x)`), um reguläre Ausdrücke besser wartbar zu machen.\n\n## Weiterführende Themen\n\n### Lookaheads und Lookbehinds\n\nMit **Lookaheads** (`(?=...)`) und **Lookbehinds** (`(?\u003C=...)`) können Bedingungen formuliert werden, ohne dass der Text Teil des Matchs wird.\n\nBeispiel: Alle `.exe`-Dateinamen **ohne** das Wort `safe` davor matchen:\n\n```regex\n(?\u003C!safe\\s)[\\w-]+\\.exe\n```\n\n### Regex in Forensik-Tools\n\n* **YARA**: Unterstützt Regex zur Erstellung von Malware-Signaturen.\n* **Wireshark**: Filtert Payloads anhand von Regex-ähnlicher Syntax.\n* **Splunk & ELK**: Verwenden Regex für Logparsing und Visualisierung.\n* **Volatility Plugins**: Extrahieren Artefakte mit Regex-basierten Scans.\n\n---\n\n> 🔤 **Regex ist ein universelles Werkzeug für Analysten, Ermittler und Entwickler, um versteckte Informationen schnell und flexibel aufzuspüren.**\n>\n> Nutze es überall dort, wo Textdaten eine Rolle spielen.","src/content/knowledgebase/regular-expressions-regex.md","247bcf48ebdc9ba0",{"html":194,"metadata":195},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>\u003Cstrong>Regular Expressions (Regex)\u003C/strong> sind ein leistungsfähiges Werkzeug zur Erkennung, Extraktion und Transformation von Zeichenfolgen anhand vordefinierter Muster. In der digitalen Forensik sind Regex-Ausdrücke unverzichtbar: Sie helfen beim Auffinden von IP-Adressen, Hash-Werten, Dateipfaden, Malware-Signaturen oder Kreditkartennummern in großen Mengen unstrukturierter Daten wie Logdateien, Netzwerktraces oder Memory Dumps.\u003C/p>\n\u003Cp>Regex ist nicht auf eine bestimmte Plattform oder Software beschränkt – es wird in nahezu allen gängigen Programmiersprachen, Texteditoren und forensischen Tools unterstützt.\u003C/p>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"1-ip-adressen-extrahieren\">1. IP-Adressen extrahieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">\\b(?:\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{1,3}\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\.)\u003C/span>\u003Cspan style=\"color:#F97583\">{3}\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{1,3}\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\b\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Verwendung:\u003C/p>\n\u003Cul>\n\u003Cli>\n\u003Cp>Finden von IP-Adressen in Firewall-Logs oder Packet Captures.\u003C/p>\n\u003C/li>\n\u003Cli>\n\u003Cp>Beispiel-Zeile:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan>Connection from 192.168.1.101 to port 443 established\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"2-e-mail-adressen-identifizieren\">2. E-Mail-Adressen identifizieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">[a-zA-Z0-9._%+-]\u003C/span>\u003Cspan style=\"color:#F97583\">+\u003C/span>\u003Cspan style=\"color:#DBEDFF\">@\u003C/span>\u003Cspan style=\"color:#79B8FF\">[a-zA-Z0-9.-]\u003C/span>\u003Cspan style=\"color:#F97583\">+\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\.[a-zA-Z]\u003C/span>\u003Cspan style=\"color:#F97583\">{2,}\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Verwendung:\u003C/p>\n\u003Cul>\n\u003Cli>Erkennung von kompromittierten Accounts in Phishing-E-Mails.\u003C/li>\n\u003Cli>Analyse von Useraktivitäten oder Kommunikationsverläufen.\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"3-hash-werte-erkennen-zb-sha-256\">3. Hash-Werte erkennen (z. B. SHA-256)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">\\b[A-Fa-f0-9]\u003C/span>\u003Cspan style=\"color:#F97583\">{64}\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\b\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Verwendung:\u003C/p>\n\u003Cul>\n\u003Cli>Extraktion von Malware-Hashes aus Memory Dumps oder YARA-Logs.\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"4-zeitstempel-in-logdateien-extrahieren\">4. Zeitstempel in Logdateien extrahieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{4}\u003C/span>\u003Cspan style=\"color:#DBEDFF\">-\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003Cspan style=\"color:#DBEDFF\">-\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003Cspan style=\"color:#79B8FF\">[ T]\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003Cspan style=\"color:#DBEDFF\">:\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003Cspan style=\"color:#DBEDFF\">:\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Verwendung:\u003C/p>\n\u003Cul>\n\u003Cli>Zeitsensitive Korrelationsanalysen (z. B. bei Intrusion Detection oder Timeline-Rekonstruktionen).\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Regex testen\u003C/strong>: Nutze Plattformen wie \u003Ca href=\"https://regexr.com/\">regexr.com\u003C/a> oder \u003Ca href=\"https://regex101.com/\">regex101.com\u003C/a> zur Validierung.\u003C/li>\n\u003Cli>\u003Cstrong>Performance beachten\u003C/strong>: Komplexe Ausdrücke können ineffizient sein und Systeme verlangsamen – verwende Lazy Quantifiers (\u003Ccode>*?\u003C/code>, \u003Ccode>+?\u003C/code>) bei Bedarf.\u003C/li>\n\u003Cli>\u003Cstrong>Escape-Zeichen korrekt anwenden\u003C/strong>: Spezielle Zeichen wie \u003Ccode>.\u003C/code> oder \u003Ccode>\\\u003C/code> müssen bei Bedarf mit \u003Ccode>\\\\\u003C/code> oder \u003Ccode>\\.\u003C/code> maskiert werden.\u003C/li>\n\u003Cli>\u003Cstrong>Portabilität prüfen\u003C/strong>: Unterschiedliche Regex-Engines (z. B. Python \u003Ccode>re\u003C/code>, PCRE, JavaScript) interpretieren manche Syntax leicht unterschiedlich.\u003C/li>\n\u003Cli>\u003Cstrong>Lesbarkeit fördern\u003C/strong>: Verwende benannte Gruppen (\u003Ccode>(?P<name>...)\u003C/code>) und Kommentare (\u003Ccode>(?x)\u003C/code>), um reguläre Ausdrücke besser wartbar zu machen.\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Ch3 id=\"lookaheads-und-lookbehinds\">Lookaheads und Lookbehinds\u003C/h3>\n\u003Cp>Mit \u003Cstrong>Lookaheads\u003C/strong> (\u003Ccode>(?=...)\u003C/code>) und \u003Cstrong>Lookbehinds\u003C/strong> (\u003Ccode>(?<=...)\u003C/code>) können Bedingungen formuliert werden, ohne dass der Text Teil des Matchs wird.\u003C/p>\n\u003Cp>Beispiel: Alle \u003Ccode>.exe\u003C/code>-Dateinamen \u003Cstrong>ohne\u003C/strong> das Wort \u003Ccode>safe\u003C/code> davor matchen:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\">(?<!\u003C/span>\u003Cspan style=\"color:#DBEDFF\">safe\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\s\u003C/span>\u003Cspan style=\"color:#F97583\">)\u003C/span>\u003Cspan style=\"color:#79B8FF\">[\\w-]\u003C/span>\u003Cspan style=\"color:#F97583\">+\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\.\u003C/span>\u003Cspan style=\"color:#DBEDFF\">exe\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"regex-in-forensik-tools\">Regex in Forensik-Tools\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Cstrong>YARA\u003C/strong>: Unterstützt Regex zur Erstellung von Malware-Signaturen.\u003C/li>\n\u003Cli>\u003Cstrong>Wireshark\u003C/strong>: Filtert Payloads anhand von Regex-ähnlicher Syntax.\u003C/li>\n\u003Cli>\u003Cstrong>Splunk & ELK\u003C/strong>: Verwenden Regex für Logparsing und Visualisierung.\u003C/li>\n\u003Cli>\u003Cstrong>Volatility Plugins\u003C/strong>: Extrahieren Artefakte mit Regex-basierten Scans.\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cblockquote>\n\u003Cp>🔤 \u003Cstrong>Regex ist ein universelles Werkzeug für Analysten, Ermittler und Entwickler, um versteckte Informationen schnell und flexibel aufzuspüren.\u003C/strong>\u003C/p>\n\u003Cp>Nutze es überall dort, wo Textdaten eine Rolle spielen.\u003C/p>\n\u003C/blockquote>",{"headings":196,"localImagePaths":219,"remoteImagePaths":220,"frontmatter":176,"imagePaths":221},[197,198,199,202,205,208,211,212,213,216],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":70,"text":71},{"depth":51,"slug":200,"text":201},"1-ip-adressen-extrahieren","1. IP-Adressen extrahieren",{"depth":51,"slug":203,"text":204},"2-e-mail-adressen-identifizieren","2. E-Mail-Adressen identifizieren",{"depth":51,"slug":206,"text":207},"3-hash-werte-erkennen-zb-sha-256","3. Hash-Werte erkennen (z. B. SHA-256)",{"depth":51,"slug":209,"text":210},"4-zeitstempel-in-logdateien-extrahieren","4. Zeitstempel in Logdateien extrahieren",{"depth":47,"slug":79,"text":80},{"depth":47,"slug":94,"text":95},{"depth":51,"slug":214,"text":215},"lookaheads-und-lookbehinds","Lookaheads und Lookbehinds",{"depth":51,"slug":217,"text":218},"regex-in-forensik-tools","Regex in Forensik-Tools",[],[],[],"regular-expressions-regex.md","velociraptor",{"id":223,"data":225,"body":239,"filePath":240,"digest":241,"rendered":242,"legacyId":287},{"title":226,"tool_name":227,"description":228,"last_updated":229,"author":16,"difficulty":230,"categories":231,"tags":232,"sections":238,"review_status":34},"Velociraptor – Skalierbare Endpoint-Forensik mit VQL","Velociraptor","Detaillierte Anleitung und Best Practices für Velociraptor – Remote-Forensik der nächsten Generation",["Date","2025-07-20T00:00:00.000Z"],"advanced",[19,21,22],[25,233,234,235,236,237],"endpoint-monitoring","artifact-extraction","scripting","live-forensics","hunting",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":32},"> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\nVelociraptor ist ein Open-Source-Tool zur Endpoint-Forensik mit Fokus auf Skalierbarkeit, Präzision und Geschwindigkeit. Es ermöglicht die zielgerichtete Erfassung und Analyse digitaler Artefakte über eine eigene Query Language – VQL (Velociraptor Query Language). Die Architektur erlaubt remote Zugriff auf tausende Endpoints gleichzeitig, ohne dass vollständige Disk-Images erforderlich sind.\n\n## Hauptmerkmale\n\n- 🌐 Web-basierte Benutzeroberfläche\n- 💡 VQL – mächtige, SQL-ähnliche Abfragesprache\n- 🚀 Hochskalierbare Hunt-Funktionalität\n- 🔍 Artefaktbasierte Sammlung (ohne Full-Image)\n- 🖥️ Plattformunterstützung für Windows, macOS, Linux\n- 📦 Apache 2.0 Lizenz – Open Source\n\nWeitere Infos: [velociraptor.app](https://www.velociraptor.app/) \nProjektspiegel: [raptor.cc24.dev](https://raptor.cc24.dev) \nStatus: ![Status](https://status.mikoshi.de/api/badge/33/status)\n\n---\n\n## Installation\n\n### Voraussetzungen\n\n- Python ≥ 3.9\n- Adminrechte auf dem System\n- Firewall-Freigaben für Webport (Standard: 8000)\n\n### Installation unter Linux/macOS\n\n```bash\nwget https://github.com/Velocidex/velociraptor/releases/latest/download/velociraptor\nchmod +x velociraptor\nsudo mv velociraptor /usr/local/bin/\n````\n\n### Installation unter Windows\n\n1. Download der `.exe` von der [Release-Seite](https://github.com/Velocidex/velociraptor/releases)\n2. Ausführung in PowerShell mit Adminrechten:\n\n ```powershell\n .\\velociraptor.exe config generate > server.config.yaml\n ```\n\n---\n\n## Konfiguration\n\n### Server Setup\n\n1. Generiere die Konfigurationsdatei:\n\n ```bash\n velociraptor config generate > server.config.yaml\n ```\n2. Starte den Server:\n\n ```bash\n velociraptor --config server.config.yaml frontend\n ```\n3. Zugriff über Browser via `https://\u003Chostname>:8000`\n\n### Client Deployment\n\n* MSI/EXE für Windows, oder `deb/rpm` für Linux\n* Unterstützt automatische Registrierung am Server\n* Deployment über GPO, Puppet, Ansible etc. möglich\n\n---\n\n## Verwendungsbeispiele\n\n### 1. Live-Memory-Artefakte sammeln\n\n```vql\nSELECT * FROM Artifact.MemoryInfo()\n```\n\n### 2. Hunt starten auf verdächtige Prozesse\n\n```vql\nSELECT * FROM pslist()\nWHERE Name =~ \"mimikatz|cobaltstrike\"\n```\n\n### 3. Dateiinhalt extrahieren\n\n```vql\nSELECT * FROM glob(globs=\"C:\\\\Users\\\\*\\\\AppData\\\\*.dat\")\n```\n\n---\n\n## Best Practices\n\n* Erstelle eigene Artefakte für unternehmensspezifische Bedrohungsmodelle\n* Verwende \"Notebook\"-Funktion für strukturierte Analysen\n* Nutze \"Labels\", um Endpoints zu organisieren (z. B. `location:Berlin`)\n* Kombiniere Velociraptor mit SIEM/EDR-Systemen über REST API\n\n---\n\n## Troubleshooting\n\n### Problem: Keine Verbindung vom Client zum Server\n\n**Lösung:**\n\n* Ports freigegeben? (Default: 8000/tcp)\n* TLS-Zertifikate korrekt generiert?\n* `server.config.yaml` auf korrekte `public_ip` prüfen\n\n### Problem: Hunt hängt in Warteschleife\n\n**Lösung:**\n\n* Genügend Worker-Prozesse aktiv?\n* Endpoint online?\n* `log_level` auf `debug` setzen und Log analysieren\n\n---\n\n## Weiterführende Themen\n\n* Eigene Artefakte schreiben mit VQL\n* Integration mit ELK Stack\n* Automatisiertes Incident Response Playbook\n* Velociraptor als IR-as-a-Service einsetzen\n\n---\n\n🧠 **Tipp:** Die Lernkurve bei VQL ist steil – aber mit hohem ROI. Testumgebung aufsetzen und mit Community-Artefakten starten.\n\n📚 Weitere Ressourcen:\n\n* [Offizielle Doku](https://docs.velociraptor.app/)\n* [YouTube Channel](https://www.youtube.com/c/VelociraptorDFIR)\n* [Community auf Discord](https://www.velociraptor.app/community/)","src/content/knowledgebase/velociraptor.md","05636b9b97e61d17",{"html":243,"metadata":244},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>Velociraptor ist ein Open-Source-Tool zur Endpoint-Forensik mit Fokus auf Skalierbarkeit, Präzision und Geschwindigkeit. Es ermöglicht die zielgerichtete Erfassung und Analyse digitaler Artefakte über eine eigene Query Language – VQL (Velociraptor Query Language). Die Architektur erlaubt remote Zugriff auf tausende Endpoints gleichzeitig, ohne dass vollständige Disk-Images erforderlich sind.\u003C/p>\n\u003Ch2 id=\"hauptmerkmale\">Hauptmerkmale\u003C/h2>\n\u003Cul>\n\u003Cli>🌐 Web-basierte Benutzeroberfläche\u003C/li>\n\u003Cli>💡 VQL – mächtige, SQL-ähnliche Abfragesprache\u003C/li>\n\u003Cli>🚀 Hochskalierbare Hunt-Funktionalität\u003C/li>\n\u003Cli>🔍 Artefaktbasierte Sammlung (ohne Full-Image)\u003C/li>\n\u003Cli>🖥️ Plattformunterstützung für Windows, macOS, Linux\u003C/li>\n\u003Cli>📦 Apache 2.0 Lizenz – Open Source\u003C/li>\n\u003C/ul>\n\u003Cp>Weitere Infos: \u003Ca href=\"https://www.velociraptor.app/\">velociraptor.app\u003C/a>\u003Cbr>\nProjektspiegel: \u003Ca href=\"https://raptor.cc24.dev\">raptor.cc24.dev\u003C/a>\u003Cbr>\nStatus: \u003Cimg src=\"https://status.mikoshi.de/api/badge/33/status\" alt=\"Status\">\u003C/p>\n\u003Chr>\n\u003Ch2 id=\"installation\">Installation\u003C/h2>\n\u003Ch3 id=\"voraussetzungen\">Voraussetzungen\u003C/h3>\n\u003Cul>\n\u003Cli>Python ≥ 3.9\u003C/li>\n\u003Cli>Adminrechte auf dem System\u003C/li>\n\u003Cli>Firewall-Freigaben für Webport (Standard: 8000)\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"installation-unter-linuxmacos\">Installation unter Linux/macOS\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">wget\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/Velocidex/velociraptor/releases/latest/download/velociraptor\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">chmod\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> +x\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> velociraptor\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mv\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> velociraptor\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /usr/local/bin/\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"installation-unter-windows\">Installation unter Windows\u003C/h3>\n\u003Col>\n\u003Cli>\n\u003Cp>Download der \u003Ccode>.exe\u003C/code> von der \u003Ca href=\"https://github.com/Velocidex/velociraptor/releases\">Release-Seite\u003C/a>\u003C/p>\n\u003C/li>\n\u003Cli>\n\u003Cp>Ausführung in PowerShell mit Adminrechten:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"powershell\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\">.\\\u003C/span>\u003Cspan style=\"color:#79B8FF\">velociraptor.exe\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> config generate \u003C/span>\u003Cspan style=\"color:#F97583\">>\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> server.config.yaml\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003C/li>\n\u003C/ol>\n\u003Chr>\n\u003Ch2 id=\"konfiguration\">Konfiguration\u003C/h2>\n\u003Ch3 id=\"server-setup\">Server Setup\u003C/h3>\n\u003Col>\n\u003Cli>\n\u003Cp>Generiere die Konfigurationsdatei:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">velociraptor\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> config\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> generate\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> server.config.yaml\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003C/li>\n\u003Cli>\n\u003Cp>Starte den Server:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">velociraptor\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --config\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> server.config.yaml\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> frontend\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003C/li>\n\u003Cli>\n\u003Cp>Zugriff über Browser via \u003Ccode>https://<hostname>:8000\u003C/code>\u003C/p>\n\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"client-deployment\">Client Deployment\u003C/h3>\n\u003Cul>\n\u003Cli>MSI/EXE für Windows, oder \u003Ccode>deb/rpm\u003C/code> für Linux\u003C/li>\n\u003Cli>Unterstützt automatische Registrierung am Server\u003C/li>\n\u003Cli>Deployment über GPO, Puppet, Ansible etc. möglich\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"1-live-memory-artefakte-sammeln\">1. Live-Memory-Artefakte sammeln\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan>SELECT * FROM Artifact.MemoryInfo()\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"2-hunt-starten-auf-verdächtige-prozesse\">2. Hunt starten auf verdächtige Prozesse\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan>SELECT * FROM pslist()\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan>WHERE Name =~ \"mimikatz|cobaltstrike\"\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"3-dateiinhalt-extrahieren\">3. Dateiinhalt extrahieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan>SELECT * FROM glob(globs=\"C:\\\\Users\\\\*\\\\AppData\\\\*.dat\")\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Chr>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>Erstelle eigene Artefakte für unternehmensspezifische Bedrohungsmodelle\u003C/li>\n\u003Cli>Verwende “Notebook”-Funktion für strukturierte Analysen\u003C/li>\n\u003Cli>Nutze “Labels”, um Endpoints zu organisieren (z. B. \u003Ccode>location:Berlin\u003C/code>)\u003C/li>\n\u003Cli>Kombiniere Velociraptor mit SIEM/EDR-Systemen über REST API\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Ch2 id=\"troubleshooting\">Troubleshooting\u003C/h2>\n\u003Ch3 id=\"problem-keine-verbindung-vom-client-zum-server\">Problem: Keine Verbindung vom Client zum Server\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Ports freigegeben? (Default: 8000/tcp)\u003C/li>\n\u003Cli>TLS-Zertifikate korrekt generiert?\u003C/li>\n\u003Cli>\u003Ccode>server.config.yaml\u003C/code> auf korrekte \u003Ccode>public_ip\u003C/code> prüfen\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"problem-hunt-hängt-in-warteschleife\">Problem: Hunt hängt in Warteschleife\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Genügend Worker-Prozesse aktiv?\u003C/li>\n\u003Cli>Endpoint online?\u003C/li>\n\u003Cli>\u003Ccode>log_level\u003C/code> auf \u003Ccode>debug\u003C/code> setzen und Log analysieren\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Cul>\n\u003Cli>Eigene Artefakte schreiben mit VQL\u003C/li>\n\u003Cli>Integration mit ELK Stack\u003C/li>\n\u003Cli>Automatisiertes Incident Response Playbook\u003C/li>\n\u003Cli>Velociraptor als IR-as-a-Service einsetzen\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cp>🧠 \u003Cstrong>Tipp:\u003C/strong> Die Lernkurve bei VQL ist steil – aber mit hohem ROI. Testumgebung aufsetzen und mit Community-Artefakten starten.\u003C/p>\n\u003Cp>📚 Weitere Ressourcen:\u003C/p>\n\u003Cul>\n\u003Cli>\u003Ca href=\"https://docs.velociraptor.app/\">Offizielle Doku\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://www.youtube.com/c/VelociraptorDFIR\">YouTube Channel\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://www.velociraptor.app/community/\">Community auf Discord\u003C/a>\u003C/li>\n\u003C/ul>",{"headings":245,"localImagePaths":284,"remoteImagePaths":285,"frontmatter":225,"imagePaths":286},[246,247,250,251,252,255,258,259,262,265,266,269,272,275,276,277,280,283],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":248,"text":249},"hauptmerkmale","Hauptmerkmale",{"depth":47,"slug":48,"text":49},{"depth":51,"slug":52,"text":53},{"depth":51,"slug":253,"text":254},"installation-unter-linuxmacos","Installation unter Linux/macOS",{"depth":51,"slug":256,"text":257},"installation-unter-windows","Installation unter Windows",{"depth":47,"slug":58,"text":59},{"depth":51,"slug":260,"text":261},"server-setup","Server Setup",{"depth":51,"slug":263,"text":264},"client-deployment","Client Deployment",{"depth":47,"slug":70,"text":71},{"depth":51,"slug":267,"text":268},"1-live-memory-artefakte-sammeln","1. Live-Memory-Artefakte sammeln",{"depth":51,"slug":270,"text":271},"2-hunt-starten-auf-verdächtige-prozesse","2. Hunt starten auf verdächtige Prozesse",{"depth":51,"slug":273,"text":274},"3-dateiinhalt-extrahieren","3. Dateiinhalt extrahieren",{"depth":47,"slug":79,"text":80},{"depth":47,"slug":82,"text":83},{"depth":51,"slug":278,"text":279},"problem-keine-verbindung-vom-client-zum-server","Problem: Keine Verbindung vom Client zum Server",{"depth":51,"slug":281,"text":282},"problem-hunt-hängt-in-warteschleife","Problem: Hunt hängt in Warteschleife",{"depth":47,"slug":94,"text":95},[],[],[],"velociraptor.md","android-logical-imaging",{"id":288,"data":290,"body":303,"filePath":304,"digest":305,"rendered":306,"legacyId":534},{"title":291,"tool_name":292,"description":293,"last_updated":294,"author":295,"difficulty":230,"categories":296,"tags":298,"sections":302,"review_status":34},"Extraktion logischer Dateisysteme alter Android-Smartphones - eine KI-Recherche","Android Logical Imaging","Wie man alte Android-Handys aufbekommen könnte - eine Recherche von Claude",["Date","2025-07-21T00:00:00.000Z"],"Claude 4 Sonnet (Research)",[297],"data-collection",[299,300,301],"imaging","filesystem","hardware-interface",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":32},"# Übersicht\n\nOpen-Source Android Forensik bietet robuste Alternativen zu kommerziellen Lösungen wie Cellebrite UFED und Magnet AXIOM. Besonders für ältere Android-Geräte (5+ Jahre) existieren bewährte Methoden zur Datenextraktion und -analyse.\n\n## Kernkomponenten des Open-Source Forensik-Stacks\n\n**Autopsy Digital Forensics Platform** bildet das Fundament mit GUI-basierter Analyse und integrierten Android-Parsing-Fähigkeiten. Die Plattform unterstützt **ALEAPP (Android Logs Events And Protobuf Parser)**, das über 100 Artefakt-Kategorien aus Android-Extraktionen parst.\n\n**Mobile Verification Toolkit (MVT)** von Amnesty International bietet spezialisierte Command-Line-Tools für Android-Analyse mit Fokus auf Kompromittierungserkennung.\n\n**SIFT Workstation** stellt eine komplette Ubuntu-basierte forensische Umgebung mit 125+ vorinstallierten Tools bereit.\n\n## Erfolgsraten nach Gerätealter\n\n- **Pre-2017 Geräte**: 85-98% logische Extraktion, 30-70% physische Extraktion\n- **2017-2019 Geräte**: 80-95% logische Extraktion, 15-35% physische Extraktion \n- **2020+ Geräte**: 70-85% logische Extraktion, 5-15% physische Extraktion\n\n# Installation\n\n## SIFT Workstation Setup\n\n### Systemanforderungen\n- Quad-Core CPU 2.5GHz+\n- 16GB+ RAM\n- 500GB+ SSD Speicher\n- USB 3.0+ Anschlüsse\n\n### Installation\n1. Download von [SANS SIFT Workstation](https://www.sans.org/tools/sift-workstation/)\n2. VMware/VirtualBox Import der OVA-Datei\n3. VM-Konfiguration: 8GB+ RAM, 4+ CPU-Kerne\n\n```bash\n# Update nach Installation\nsudo apt update && sudo apt upgrade -y\nsudo sift update\n```\n\n## Autopsy Installation\n\n### Windows Installation\n1. Download von [autopsy.com](https://www.autopsy.com/)\n2. Java 8+ Installation erforderlich\n3. Installation mit Administratorrechten\n\n### Linux Installation\n```bash\n# Ubuntu/Debian\nsudo apt install autopsy sleuthkit\n# Oder manueller Download und Installation\nwget https://github.com/sleuthkit/autopsy/releases/latest\n```\n\n## Essential Tools Installation\n\n### Android Debug Bridge (ADB)\n```bash\n# Ubuntu/Debian\nsudo apt install android-tools-adb android-tools-fastboot\n\n# Windows - Download Android Platform Tools\n# https://developer.android.com/studio/releases/platform-tools\n```\n\n### ALEAPP Installation\n```bash\ngit clone https://github.com/abrignoni/ALEAPP.git\ncd ALEAPP\npip3 install -r requirements.txt\n```\n\n### Mobile Verification Toolkit (MVT)\n```bash\npip3 install mvt\n# Oder via GitHub für neueste Version\ngit clone https://github.com/mvt-project/mvt.git\ncd mvt && pip3 install .\n```\n\n### Andriller Installation\n```bash\ngit clone https://github.com/den4uk/andriller.git\ncd andriller\npip3 install -r requirements.txt\n```\n\n# Konfiguration\n\n## ADB Setup und Gerätevorbereitung\n\n### USB-Debugging aktivieren\n1. Entwickleroptionen freischalten (7x Build-Nummer antippen)\n2. USB-Debugging aktivieren\n3. Gerät via USB verbinden\n4. RSA-Fingerprint akzeptieren\n\n### ADB Verbindung testen\n```bash\nadb devices\n# Sollte Gerät mit \"device\" Status zeigen\nadb shell getprop ro.build.version.release # Android Version\nadb shell getprop ro.product.model # Gerätemodell\n```\n\n## Autopsy Projektkonfiguration\n\n### Case-Setup\n1. Neuen Fall erstellen\n2. Ermittler-Informationen eingeben\n3. Case-Verzeichnis festlegen (ausreichend Speicherplatz)\n\n### Android Analyzer Module aktivieren\n- Tools → Options → Modules\n- Android Analyzer aktivieren\n- ALEAPP Integration konfigurieren\n\n### Hash-Algorithmen konfigurieren\n- MD5, SHA-1, SHA-256 für Integritätsprüfung\n- Automatische Hash-Berechnung bei Import aktivieren\n\n## MVT Konfiguration\n\n### Konfigurationsdatei erstellen\n```yaml\n# ~/.mvt/config.yaml\nadb_path: \"/usr/bin/adb\"\noutput_folder: \"/home/user/mvt_output\"\n```\n\n# Verwendungsbeispiele\n\n## Fall 1: Logische Datenextraktion mit ADB\n\n### Geräteinformationen sammeln\n```bash\n# Systeminfo\nadb shell getprop > device_properties.txt\nadb shell cat /proc/version > kernel_info.txt\nadb shell mount > mount_info.txt\n\n# Installierte Apps\nadb shell pm list packages -f > installed_packages.txt\n```\n\n### Datenbank-Extraktion\n```bash\n# SMS/MMS Datenbank\nadb pull /data/data/com.android.providers.telephony/databases/mmssms.db\n\n# Kontakte\nadb pull /data/data/com.android.providers.contacts/databases/contacts2.db\n\n# Anrufliste \nadb pull /data/data/com.android.providers.contacts/databases/calllog.db\n```\n\n### WhatsApp Datenextraktion\n```bash\n# WhatsApp Datenbanken (Root erforderlich)\nadb shell su -c \"cp -r /data/data/com.whatsapp/ /sdcard/whatsapp_backup/\"\nadb pull /sdcard/whatsapp_backup/\n```\n\n## Fall 2: Android Backup-Analyse\n\n### Vollständiges Backup erstellen\n```bash\n# Umfassendes Backup (ohne Root)\nadb backup -all -system -apk -shared -f backup.ab\n\n# Backup entschlüsseln (falls verschlüsselt)\njava -jar abe.jar unpack backup.ab backup.tar\ntar -xf backup.tar\n```\n\n### Backup mit ALEAPP analysieren\n```bash\npython3 aleappGUI.py\n# Oder Command-Line\npython3 aleapp.py -t tar -i backup.tar -o output_folder\n```\n\n## Fall 3: MVT Kompromittierungsanalyse\n\n### Live-Geräteanalyse\n```bash\n# ADB-basierte Analyse\nmvt-android check-adb --output /path/to/output/\n\n# Backup-Analyse\nmvt-android check-backup --output /path/to/output/ backup.ab\n```\n\n### IOC-Suche mit Pegasus-Indikatoren\n```bash\n# Mit vorgefertigten IOCs\nmvt-android check-adb --iocs /path/to/pegasus.stix2 --output results/\n```\n\n## Fall 4: Physische Extraktion (Root erforderlich)\n\n### Device Rooting - MediaTek Geräte\n```bash\n# MTKClient für MediaTek-Chipsets\ngit clone https://github.com/bkerler/mtkclient.git\ncd mtkclient\npython3 mtk payload\n\n# Nach erfolgreichem Root\nadb shell su\n```\n\n### Vollständiges Memory Dump\n```bash\n# Partitionslayout ermitteln\nadb shell su -c \"cat /proc/partitions\"\nadb shell su -c \"ls -la /dev/block/\"\n\n# Vollständiges Device Image (Root erforderlich)\nadb shell su -c \"dd if=/dev/block/mmcblk0 of=/sdcard/full_device.img bs=4096\"\nadb pull /sdcard/full_device.img\n```\n\n# Best Practices\n\n## Rechtliche Compliance\n\n### Dokumentation und Chain of Custody\n- **Vollständige Dokumentation**: Wer, Was, Wann, Wo, Warum\n- **Hash-Verifikation**: MD5/SHA-256 für alle extrahierten Daten\n- **Nur forensische Kopien analysieren**, niemals Originaldaten\n- **Schriftliche Genehmigung** für Geräteanalyse einholen\n\n### Familiengeräte und Nachlässe\n- Genehmigung durch Nachlassverwalter erforderlich\n- Gerichtsbeschlüsse für Cloud-Zugang eventuell nötig\n- Drittpartei-Kommunikation kann weiterhin geschützt sein\n\n## Technische Best Practices\n\n### Hash-Integrität sicherstellen\n```bash\n# Hash vor und nach Transfer prüfen\nmd5sum original_file.db\nsha256sum original_file.db\n\n# Hash-Verifikation dokumentieren\necho \"$(date): MD5: $(md5sum file.db)\" >> chain_of_custody.log\n```\n\n### Sichere Arbeitsumgebung\n- Isolierte VM für Forensik-Arbeit\n- Netzwerk-Isolation während Analyse\n- Verschlüsselte Speicherung aller Evidenz\n- Regelmäßige Backups der Case-Datenbanken\n\n### Qualitätssicherung\n- Peer-Review kritischer Analysen\n- Standardisierte Arbeitsabläufe (SOPs)\n- Regelmäßige Tool-Validierung\n- Kontinuierliche Weiterbildung\n\n## Erfolgsmaximierung nach Gerätehersteller\n\n### MediaTek-Geräte (Höchste Erfolgsrate)\n- BootROM-Exploits für MT6735, MT6737, MT6750, MT6753, MT6797\n- MTKClient für Hardware-Level-Zugang\n- Erfolgsrate: 80%+ für Geräte 2015-2019\n\n### Samsung-Geräte\n- Ältere Knox-Implementierungen umgehbar\n- Emergency Dialer Exploits für Android 4.x\n- Erfolgsrate: 40-70% je nach Knox-Version\n\n### Pixel/Nexus-Geräte\n- Bootloader-Unlocking oft möglich\n- Fastboot-basierte Recovery-Installation\n- Erfolgsrate: 60-80% bei freigeschaltetem Bootloader\n\n# Troubleshooting\n\n## Problem: ADB erkennt Gerät nicht\n\n### Lösung: USB-Treiber und Berechtigungen\n```bash\n# Linux: USB-Berechtigungen prüfen\nlsusb | grep -i android\nsudo chmod 666 /dev/bus/usb/XXX/XXX\n\n# udev-Regeln erstellen\necho 'SUBSYSTEM==\"usb\", ATTR{idVendor}==\"18d1\", MODE=\"0666\", GROUP=\"plugdev\"' | sudo tee /etc/udev/rules.d/51-android.rules\nsudo udevadm control --reload-rules\n```\n\n### Windows: Treiber-Installation\n1. Geräte-Manager öffnen\n2. Android-Gerät mit Warnsymbol finden\n3. Treiber manuell installieren (Android USB Driver)\n\n## Problem: Verschlüsselte Android Backups\n\n### Lösung: Android Backup Extractor\n```bash\n# ADB Backup Extractor installieren\ngit clone https://github.com/nelenkov/android-backup-extractor.git\ncd android-backup-extractor\ngradle build\n\n# Backup entschlüsseln\njava -jar abe.jar unpack backup.ab backup.tar [password]\n```\n\n## Problem: Unzureichende Berechtigungen für Datenextraktion\n\n### Lösung: Alternative Extraktionsmethoden\n```bash\n# AFLogical OSE für begrenzte Extraktion ohne Root\n# WhatsApp Key/DB Extractor für spezifische Apps\n# Backup-basierte Extraktion als Fallback\n\n# Custom Recovery für erweiterten Zugang\nfastboot flash recovery twrp-device.img\n```\n\n## Problem: ALEAPP Parsing-Fehler\n\n### Lösung: Datenformat-Probleme beheben\n```bash\n# Log-Dateien prüfen\npython3 aleapp.py -t dir -i /path/to/data -o output --debug\n\n# Spezifische Parser deaktivieren\n# Manuelle SQLite-Analyse bei Parser-Fehlern\nsqlite3 database.db \".tables\"\nsqlite3 database.db \".schema table_name\"\n```\n\n# Erweiterte Techniken\n\n## Memory Forensics mit LiME\n\n### LiME für ARM-Devices kompilieren\n```bash\n# Cross-Compilation Setup\nexport ARCH=arm\nexport CROSS_COMPILE=arm-linux-gnueabi-\nexport KERNEL_DIR=/path/to/kernel/source\n\n# LiME Module kompilieren\ngit clone https://github.com/504ensicsLabs/LiME.git\ncd LiME/src\nmake\n\n# Memory Dump erstellen (Root erforderlich)\nadb push lime.ko /data/local/tmp/\nadb shell su -c \"insmod /data/local/tmp/lime.ko 'path=/sdcard/memory.lime format=lime'\"\n```\n\n### Volatility-Analyse von Android Memory\n```bash\n# Memory Dump analysieren\npython vol.py -f memory.lime --profile=Linux \u003Cprofile> linux.pslist\npython vol.py -f memory.lime --profile=Linux \u003Cprofile> linux.bash\npython vol.py -f memory.lime --profile=Linux \u003Cprofile> linux.netstat\n```\n\n## FRIDA-basierte Runtime-Analyse\n\n### FRIDA für Kryptographie-Hooks\n```javascript\n// crypto_hooks.js - SSL/TLS Traffic abfangen\nJava.perform(function() {\n var SSLContext = Java.use(\"javax.net.ssl.SSLContext\");\n SSLContext.init.overload('[Ljavax.net.ssl.KeyManager;', '[Ljavax.net.ssl.TrustManager;', 'java.security.SecureRandom').implementation = function(keyManagers, trustManagers, secureRandom) {\n console.log(\"[+] SSLContext.init() called\");\n this.init(keyManagers, trustManagers, secureRandom);\n };\n});\n```\n\n### FRIDA Installation und Verwendung\n```bash\n# FRIDA Server auf Android-Gerät installieren\nadb push frida-server /data/local/tmp/\nadb shell su -c \"chmod 755 /data/local/tmp/frida-server\"\nadb shell su -c \"/data/local/tmp/frida-server &\"\n\n# Script ausführen\nfrida -U -l crypto_hooks.js com.target.package\n```\n\n## Custom Recovery und Fastboot-Exploits\n\n### TWRP Installation für forensischen Zugang\n```bash\n# Bootloader entsperren (Herstellerabhängig)\nfastboot oem unlock\n# Oder\nfastboot flashing unlock\n\n# TWRP flashen\nfastboot flash recovery twrp-device.img\nfastboot boot twrp-device.img # Temporäre Installation\n\n# In TWRP: ADB-Zugang mit Root-Berechtigungen\nadb shell mount /system\nadb shell mount /data\n```\n\n### Partitions-Imaging mit dd\n```bash\n# Vollständige Partition-Liste\nadb shell cat /proc/partitions\n\n# Kritische Partitionen extrahieren\nadb shell dd if=/dev/block/bootdevice/by-name/system of=/external_sd/system.img\nadb shell dd if=/dev/block/bootdevice/by-name/userdata of=/external_sd/userdata.img\nadb shell dd if=/dev/block/bootdevice/by-name/boot of=/external_sd/boot.img\n```\n\n## SQLite Forensics und gelöschte Daten\n\n### Erweiterte SQLite-Analyse\n```bash\n# Freelist-Analyse für gelöschte Einträge\nsqlite3 database.db \"PRAGMA freelist_count;\"\nsqlite3 database.db \"PRAGMA page_size;\"\n\n# WAL-Datei Analyse\nsqlite3 database.db \"PRAGMA wal_checkpoint;\"\nstrings database.db-wal | grep -i \"search_term\"\n\n# Undark für Deleted Record Recovery\nundark database.db --freelist --export-csv\n```\n\n### Timeline-Rekonstruktion\n```bash\n# Autopsy Timeline-Generierung\n# Tools → Generate Timeline\n# Analyse von MAC-Times (Modified, Accessed, Created)\n\n# Plaso Timeline-Tools\nlog2timeline.py timeline.plaso /path/to/android/data/\npsort.py -o dynamic timeline.plaso\n```\n\n## Weiterführende Ressourcen\n\n### Dokumentation und Standards\n- [NIST SP 800-101 Rev. 1 - Mobile Device Forensics Guidelines](https://csrc.nist.gov/pubs/sp/800/101/r1/final)\n- [SANS FOR585 - Smartphone Forensics](https://www.sans.org/cyber-security-courses/advanced-smartphone-mobile-device-forensics/)\n- [ALEAPP GitHub Repository](https://github.com/abrignoni/ALEAPP)\n- [MVT Documentation](https://docs.mvt.re/en/latest/)\n\n### Community und Weiterbildung\n- [Autopsy User Documentation](https://sleuthkit.org/autopsy/docs/)\n- [Android Forensics References](https://github.com/impillar/AndroidReferences/blob/master/AndroidTools.md)\n- [Digital Forensics Framework Collection](https://github.com/mesquidar/ForensicsTools)\n\n### Spezialisierte Tools\n- [MTKClient für MediaTek Exploits](https://github.com/bkerler/mtkclient)\n- [Android Forensics Framework](https://github.com/nowsecure/android-forensics)\n- [Santoku Linux Mobile Forensics Distribution](https://santoku-linux.com/)\n\n---\n\n**Wichtiger Hinweis**: Diese Anleitung dient ausschließlich für autorisierte forensische Untersuchungen. Stellen Sie sicher, dass Sie über entsprechende rechtliche Befugnisse verfügen, bevor Sie diese Techniken anwenden. Bei Zweifeln konsultieren Sie Rechtsberatung.","src/content/knowledgebase/android-logical-imaging.md","0bb3f1d2c872d2bf",{"html":307,"metadata":308},"\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>Open-Source Android Forensik bietet robuste Alternativen zu kommerziellen Lösungen wie Cellebrite UFED und Magnet AXIOM. Besonders für ältere Android-Geräte (5+ Jahre) existieren bewährte Methoden zur Datenextraktion und -analyse.\u003C/p>\n\u003Ch2 id=\"kernkomponenten-des-open-source-forensik-stacks\">Kernkomponenten des Open-Source Forensik-Stacks\u003C/h2>\n\u003Cp>\u003Cstrong>Autopsy Digital Forensics Platform\u003C/strong> bildet das Fundament mit GUI-basierter Analyse und integrierten Android-Parsing-Fähigkeiten. Die Plattform unterstützt \u003Cstrong>ALEAPP (Android Logs Events And Protobuf Parser)\u003C/strong>, das über 100 Artefakt-Kategorien aus Android-Extraktionen parst.\u003C/p>\n\u003Cp>\u003Cstrong>Mobile Verification Toolkit (MVT)\u003C/strong> von Amnesty International bietet spezialisierte Command-Line-Tools für Android-Analyse mit Fokus auf Kompromittierungserkennung.\u003C/p>\n\u003Cp>\u003Cstrong>SIFT Workstation\u003C/strong> stellt eine komplette Ubuntu-basierte forensische Umgebung mit 125+ vorinstallierten Tools bereit.\u003C/p>\n\u003Ch2 id=\"erfolgsraten-nach-gerätealter\">Erfolgsraten nach Gerätealter\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Pre-2017 Geräte\u003C/strong>: 85-98% logische Extraktion, 30-70% physische Extraktion\u003C/li>\n\u003Cli>\u003Cstrong>2017-2019 Geräte\u003C/strong>: 80-95% logische Extraktion, 15-35% physische Extraktion\u003C/li>\n\u003Cli>\u003Cstrong>2020+ Geräte\u003C/strong>: 70-85% logische Extraktion, 5-15% physische Extraktion\u003C/li>\n\u003C/ul>\n\u003Ch1 id=\"installation\">Installation\u003C/h1>\n\u003Ch2 id=\"sift-workstation-setup\">SIFT Workstation Setup\u003C/h2>\n\u003Ch3 id=\"systemanforderungen\">Systemanforderungen\u003C/h3>\n\u003Cul>\n\u003Cli>Quad-Core CPU 2.5GHz+\u003C/li>\n\u003Cli>16GB+ RAM\u003C/li>\n\u003Cli>500GB+ SSD Speicher\u003C/li>\n\u003Cli>USB 3.0+ Anschlüsse\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"installation-1\">Installation\u003C/h3>\n\u003Col>\n\u003Cli>Download von \u003Ca href=\"https://www.sans.org/tools/sift-workstation/\">SANS SIFT Workstation\u003C/a>\u003C/li>\n\u003Cli>VMware/VirtualBox Import der OVA-Datei\u003C/li>\n\u003Cli>VM-Konfiguration: 8GB+ RAM, 4+ CPU-Kerne\u003C/li>\n\u003C/ol>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Update nach Installation\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> upgrade\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -y\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> sift\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"autopsy-installation\">Autopsy Installation\u003C/h2>\n\u003Ch3 id=\"windows-installation\">Windows Installation\u003C/h3>\n\u003Col>\n\u003Cli>Download von \u003Ca href=\"https://www.autopsy.com/\">autopsy.com\u003C/a>\u003C/li>\n\u003Cli>Java 8+ Installation erforderlich\u003C/li>\n\u003Cli>Installation mit Administratorrechten\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"linux-installation\">Linux Installation\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Ubuntu/Debian\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> autopsy\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> sleuthkit\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Oder manueller Download und Installation\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">wget\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/sleuthkit/autopsy/releases/latest\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"essential-tools-installation\">Essential Tools Installation\u003C/h2>\n\u003Ch3 id=\"android-debug-bridge-adb\">Android Debug Bridge (ADB)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Ubuntu/Debian\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> android-tools-adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> android-tools-fastboot\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Windows - Download Android Platform Tools\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># https://developer.android.com/studio/releases/platform-tools\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"aleapp-installation\">ALEAPP Installation\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/abrignoni/ALEAPP.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> ALEAPP\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">pip3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -r\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> requirements.txt\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"mobile-verification-toolkit-mvt\">Mobile Verification Toolkit (MVT)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">pip3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mvt\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Oder via GitHub für neueste Version\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/mvt-project/mvt.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mvt\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">pip3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> .\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"andriller-installation\">Andriller Installation\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/den4uk/andriller.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> andriller\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">pip3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -r\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> requirements.txt\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch1 id=\"konfiguration\">Konfiguration\u003C/h1>\n\u003Ch2 id=\"adb-setup-und-gerätevorbereitung\">ADB Setup und Gerätevorbereitung\u003C/h2>\n\u003Ch3 id=\"usb-debugging-aktivieren\">USB-Debugging aktivieren\u003C/h3>\n\u003Col>\n\u003Cli>Entwickleroptionen freischalten (7x Build-Nummer antippen)\u003C/li>\n\u003Cli>USB-Debugging aktivieren\u003C/li>\n\u003Cli>Gerät via USB verbinden\u003C/li>\n\u003Cli>RSA-Fingerprint akzeptieren\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"adb-verbindung-testen\">ADB Verbindung testen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> devices\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Sollte Gerät mit \"device\" Status zeigen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> getprop\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> ro.build.version.release\u003C/span>\u003Cspan style=\"color:#6A737D\"> # Android Version\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> getprop\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> ro.product.model\u003C/span>\u003Cspan style=\"color:#6A737D\"> # Gerätemodell\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"autopsy-projektkonfiguration\">Autopsy Projektkonfiguration\u003C/h2>\n\u003Ch3 id=\"case-setup\">Case-Setup\u003C/h3>\n\u003Col>\n\u003Cli>Neuen Fall erstellen\u003C/li>\n\u003Cli>Ermittler-Informationen eingeben\u003C/li>\n\u003Cli>Case-Verzeichnis festlegen (ausreichend Speicherplatz)\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"android-analyzer-module-aktivieren\">Android Analyzer Module aktivieren\u003C/h3>\n\u003Cul>\n\u003Cli>Tools → Options → Modules\u003C/li>\n\u003Cli>Android Analyzer aktivieren\u003C/li>\n\u003Cli>ALEAPP Integration konfigurieren\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"hash-algorithmen-konfigurieren\">Hash-Algorithmen konfigurieren\u003C/h3>\n\u003Cul>\n\u003Cli>MD5, SHA-1, SHA-256 für Integritätsprüfung\u003C/li>\n\u003Cli>Automatische Hash-Berechnung bei Import aktivieren\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"mvt-konfiguration\">MVT Konfiguration\u003C/h2>\n\u003Ch3 id=\"konfigurationsdatei-erstellen\">Konfigurationsdatei erstellen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"yaml\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># ~/.mvt/config.yaml\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#85E89D\">adb_path\u003C/span>\u003Cspan style=\"color:#E1E4E8\">: \u003C/span>\u003Cspan style=\"color:#9ECBFF\">\"/usr/bin/adb\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#85E89D\">output_folder\u003C/span>\u003Cspan style=\"color:#E1E4E8\">: \u003C/span>\u003Cspan style=\"color:#9ECBFF\">\"/home/user/mvt_output\"\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch1 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h1>\n\u003Ch2 id=\"fall-1-logische-datenextraktion-mit-adb\">Fall 1: Logische Datenextraktion mit ADB\u003C/h2>\n\u003Ch3 id=\"geräteinformationen-sammeln\">Geräteinformationen sammeln\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Systeminfo\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> getprop\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> device_properties.txt\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> cat\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /proc/version\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> kernel_info.txt\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mount\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mount_info.txt\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Installierte Apps\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pm\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> list\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> packages\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> installed_packages.txt\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"datenbank-extraktion\">Datenbank-Extraktion\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># SMS/MMS Datenbank\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/data/com.android.providers.telephony/databases/mmssms.db\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Kontakte\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/data/com.android.providers.contacts/databases/contacts2.db\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Anrufliste \u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/data/com.android.providers.contacts/databases/calllog.db\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"whatsapp-datenextraktion\">WhatsApp Datenextraktion\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># WhatsApp Datenbanken (Root erforderlich)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"cp -r /data/data/com.whatsapp/ /sdcard/whatsapp_backup/\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /sdcard/whatsapp_backup/\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"fall-2-android-backup-analyse\">Fall 2: Android Backup-Analyse\u003C/h2>\n\u003Ch3 id=\"vollständiges-backup-erstellen\">Vollständiges Backup erstellen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Umfassendes Backup (ohne Root)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -all\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -system\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -apk\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -shared\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.ab\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Backup entschlüsseln (falls verschlüsselt)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">java\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -jar\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> abe.jar\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unpack\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.ab\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.tar\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">tar\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -xf\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.tar\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"backup-mit-aleapp-analysieren\">Backup mit ALEAPP analysieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> aleappGUI.py\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Oder Command-Line\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> aleapp.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -t\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> tar\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -i\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.tar\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -o\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> output_folder\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"fall-3-mvt-kompromittierungsanalyse\">Fall 3: MVT Kompromittierungsanalyse\u003C/h2>\n\u003Ch3 id=\"live-geräteanalyse\">Live-Geräteanalyse\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># ADB-basierte Analyse\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">mvt-android\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> check-adb\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --output\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/output/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Backup-Analyse\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">mvt-android\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> check-backup\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --output\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/output/\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.ab\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"ioc-suche-mit-pegasus-indikatoren\">IOC-Suche mit Pegasus-Indikatoren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Mit vorgefertigten IOCs\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">mvt-android\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> check-adb\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --iocs\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/pegasus.stix2\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --output\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> results/\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"fall-4-physische-extraktion-root-erforderlich\">Fall 4: Physische Extraktion (Root erforderlich)\u003C/h2>\n\u003Ch3 id=\"device-rooting---mediatek-geräte\">Device Rooting - MediaTek Geräte\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># MTKClient für MediaTek-Chipsets\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/bkerler/mtkclient.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mtkclient\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mtk\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> payload\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Nach erfolgreichem Root\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"vollständiges-memory-dump\">Vollständiges Memory Dump\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Partitionslayout ermitteln\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"cat /proc/partitions\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"ls -la /dev/block/\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Vollständiges Device Image (Root erforderlich)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"dd if=/dev/block/mmcblk0 of=/sdcard/full_device.img bs=4096\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /sdcard/full_device.img\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch1 id=\"best-practices\">Best Practices\u003C/h1>\n\u003Ch2 id=\"rechtliche-compliance\">Rechtliche Compliance\u003C/h2>\n\u003Ch3 id=\"dokumentation-und-chain-of-custody\">Dokumentation und Chain of Custody\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Cstrong>Vollständige Dokumentation\u003C/strong>: Wer, Was, Wann, Wo, Warum\u003C/li>\n\u003Cli>\u003Cstrong>Hash-Verifikation\u003C/strong>: MD5/SHA-256 für alle extrahierten Daten\u003C/li>\n\u003Cli>\u003Cstrong>Nur forensische Kopien analysieren\u003C/strong>, niemals Originaldaten\u003C/li>\n\u003Cli>\u003Cstrong>Schriftliche Genehmigung\u003C/strong> für Geräteanalyse einholen\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"familiengeräte-und-nachlässe\">Familiengeräte und Nachlässe\u003C/h3>\n\u003Cul>\n\u003Cli>Genehmigung durch Nachlassverwalter erforderlich\u003C/li>\n\u003Cli>Gerichtsbeschlüsse für Cloud-Zugang eventuell nötig\u003C/li>\n\u003Cli>Drittpartei-Kommunikation kann weiterhin geschützt sein\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"technische-best-practices\">Technische Best Practices\u003C/h2>\n\u003Ch3 id=\"hash-integrität-sicherstellen\">Hash-Integrität sicherstellen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Hash vor und nach Transfer prüfen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">md5sum\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> original_file.db\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sha256sum\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> original_file.db\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Hash-Verifikation dokumentieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">echo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"$(\u003C/span>\u003Cspan style=\"color:#B392F0\">date\u003C/span>\u003Cspan style=\"color:#9ECBFF\">): MD5: $(\u003C/span>\u003Cspan style=\"color:#B392F0\">md5sum\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> file.db)\"\u003C/span>\u003Cspan style=\"color:#F97583\"> >>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> chain_of_custody.log\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"sichere-arbeitsumgebung\">Sichere Arbeitsumgebung\u003C/h3>\n\u003Cul>\n\u003Cli>Isolierte VM für Forensik-Arbeit\u003C/li>\n\u003Cli>Netzwerk-Isolation während Analyse\u003C/li>\n\u003Cli>Verschlüsselte Speicherung aller Evidenz\u003C/li>\n\u003Cli>Regelmäßige Backups der Case-Datenbanken\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"qualitätssicherung\">Qualitätssicherung\u003C/h3>\n\u003Cul>\n\u003Cli>Peer-Review kritischer Analysen\u003C/li>\n\u003Cli>Standardisierte Arbeitsabläufe (SOPs)\u003C/li>\n\u003Cli>Regelmäßige Tool-Validierung\u003C/li>\n\u003Cli>Kontinuierliche Weiterbildung\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"erfolgsmaximierung-nach-gerätehersteller\">Erfolgsmaximierung nach Gerätehersteller\u003C/h2>\n\u003Ch3 id=\"mediatek-geräte-höchste-erfolgsrate\">MediaTek-Geräte (Höchste Erfolgsrate)\u003C/h3>\n\u003Cul>\n\u003Cli>BootROM-Exploits für MT6735, MT6737, MT6750, MT6753, MT6797\u003C/li>\n\u003Cli>MTKClient für Hardware-Level-Zugang\u003C/li>\n\u003Cli>Erfolgsrate: 80%+ für Geräte 2015-2019\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"samsung-geräte\">Samsung-Geräte\u003C/h3>\n\u003Cul>\n\u003Cli>Ältere Knox-Implementierungen umgehbar\u003C/li>\n\u003Cli>Emergency Dialer Exploits für Android 4.x\u003C/li>\n\u003Cli>Erfolgsrate: 40-70% je nach Knox-Version\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"pixelnexus-geräte\">Pixel/Nexus-Geräte\u003C/h3>\n\u003Cul>\n\u003Cli>Bootloader-Unlocking oft möglich\u003C/li>\n\u003Cli>Fastboot-basierte Recovery-Installation\u003C/li>\n\u003Cli>Erfolgsrate: 60-80% bei freigeschaltetem Bootloader\u003C/li>\n\u003C/ul>\n\u003Ch1 id=\"troubleshooting\">Troubleshooting\u003C/h1>\n\u003Ch2 id=\"problem-adb-erkennt-gerät-nicht\">Problem: ADB erkennt Gerät nicht\u003C/h2>\n\u003Ch3 id=\"lösung-usb-treiber-und-berechtigungen\">Lösung: USB-Treiber und Berechtigungen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Linux: USB-Berechtigungen prüfen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">lsusb\u003C/span>\u003Cspan style=\"color:#F97583\"> |\u003C/span>\u003Cspan style=\"color:#B392F0\"> grep\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -i\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> android\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> chmod\u003C/span>\u003Cspan style=\"color:#79B8FF\"> 666\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /dev/bus/usb/XXX/XXX\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># udev-Regeln erstellen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">echo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 'SUBSYSTEM==\"usb\", ATTR{idVendor}==\"18d1\", MODE=\"0666\", GROUP=\"plugdev\"'\u003C/span>\u003Cspan style=\"color:#F97583\"> |\u003C/span>\u003Cspan style=\"color:#B392F0\"> sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> tee\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /etc/udev/rules.d/51-android.rules\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> udevadm\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> control\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --reload-rules\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"windows-treiber-installation\">Windows: Treiber-Installation\u003C/h3>\n\u003Col>\n\u003Cli>Geräte-Manager öffnen\u003C/li>\n\u003Cli>Android-Gerät mit Warnsymbol finden\u003C/li>\n\u003Cli>Treiber manuell installieren (Android USB Driver)\u003C/li>\n\u003C/ol>\n\u003Ch2 id=\"problem-verschlüsselte-android-backups\">Problem: Verschlüsselte Android Backups\u003C/h2>\n\u003Ch3 id=\"lösung-android-backup-extractor\">Lösung: Android Backup Extractor\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># ADB Backup Extractor installieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/nelenkov/android-backup-extractor.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> android-backup-extractor\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">gradle\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> build\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Backup entschlüsseln\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">java\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -jar\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> abe.jar\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unpack\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.ab\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.tar\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> [password]\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"problem-unzureichende-berechtigungen-für-datenextraktion\">Problem: Unzureichende Berechtigungen für Datenextraktion\u003C/h2>\n\u003Ch3 id=\"lösung-alternative-extraktionsmethoden\">Lösung: Alternative Extraktionsmethoden\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># AFLogical OSE für begrenzte Extraktion ohne Root\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># WhatsApp Key/DB Extractor für spezifische Apps\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Backup-basierte Extraktion als Fallback\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Custom Recovery für erweiterten Zugang\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> flash\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> recovery\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> twrp-device.img\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"problem-aleapp-parsing-fehler\">Problem: ALEAPP Parsing-Fehler\u003C/h2>\n\u003Ch3 id=\"lösung-datenformat-probleme-beheben\">Lösung: Datenformat-Probleme beheben\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Log-Dateien prüfen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> aleapp.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -t\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dir\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -i\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/data\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -o\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> output\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --debug\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Spezifische Parser deaktivieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Manuelle SQLite-Analyse bei Parser-Fehlern\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \".tables\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \".schema table_name\"\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch1 id=\"erweiterte-techniken\">Erweiterte Techniken\u003C/h1>\n\u003Ch2 id=\"memory-forensics-mit-lime\">Memory Forensics mit LiME\u003C/h2>\n\u003Ch3 id=\"lime-für-arm-devices-kompilieren\">LiME für ARM-Devices kompilieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Cross-Compilation Setup\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\">export\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> ARCH\u003C/span>\u003Cspan style=\"color:#F97583\">=\u003C/span>\u003Cspan style=\"color:#E1E4E8\">arm\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\">export\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> CROSS_COMPILE\u003C/span>\u003Cspan style=\"color:#F97583\">=\u003C/span>\u003Cspan style=\"color:#E1E4E8\">arm-linux-gnueabi-\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\">export\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> KERNEL_DIR\u003C/span>\u003Cspan style=\"color:#F97583\">=\u003C/span>\u003Cspan style=\"color:#E1E4E8\">/path/to/kernel/source\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># LiME Module kompilieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/504ensicsLabs/LiME.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> LiME/src\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">make\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Memory Dump erstellen (Root erforderlich)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> push\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> lime.ko\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/local/tmp/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"insmod /data/local/tmp/lime.ko 'path=/sdcard/memory.lime format=lime'\"\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"volatility-analyse-von-android-memory\">Volatility-Analyse von Android Memory\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Memory Dump analysieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> vol.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> memory.lime\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --profile=Linux\u003C/span>\u003Cspan style=\"color:#F97583\"> <\u003C/span>\u003Cspan style=\"color:#9ECBFF\">profil\u003C/span>\u003Cspan style=\"color:#E1E4E8\">e\u003C/span>\u003Cspan style=\"color:#F97583\">>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> linux.pslist\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> vol.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> memory.lime\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --profile=Linux\u003C/span>\u003Cspan style=\"color:#F97583\"> <\u003C/span>\u003Cspan style=\"color:#9ECBFF\">profil\u003C/span>\u003Cspan style=\"color:#E1E4E8\">e\u003C/span>\u003Cspan style=\"color:#F97583\">>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> linux.bash\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> vol.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> memory.lime\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --profile=Linux\u003C/span>\u003Cspan style=\"color:#F97583\"> <\u003C/span>\u003Cspan style=\"color:#9ECBFF\">profil\u003C/span>\u003Cspan style=\"color:#E1E4E8\">e\u003C/span>\u003Cspan style=\"color:#F97583\">>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> linux.netstat\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"frida-basierte-runtime-analyse\">FRIDA-basierte Runtime-Analyse\u003C/h2>\n\u003Ch3 id=\"frida-für-kryptographie-hooks\">FRIDA für Kryptographie-Hooks\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"javascript\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\">// crypto_hooks.js - SSL/TLS Traffic abfangen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\">Java.\u003C/span>\u003Cspan style=\"color:#B392F0\">perform\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#F97583\">function\u003C/span>\u003Cspan style=\"color:#E1E4E8\">() {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\"> var\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> SSLContext \u003C/span>\u003Cspan style=\"color:#F97583\">=\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> Java.\u003C/span>\u003Cspan style=\"color:#B392F0\">use\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#9ECBFF\">\"javax.net.ssl.SSLContext\"\u003C/span>\u003Cspan style=\"color:#E1E4E8\">);\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\"> SSLContext.init.\u003C/span>\u003Cspan style=\"color:#B392F0\">overload\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#9ECBFF\">'[Ljavax.net.ssl.KeyManager;'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">, \u003C/span>\u003Cspan style=\"color:#9ECBFF\">'[Ljavax.net.ssl.TrustManager;'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">, \u003C/span>\u003Cspan style=\"color:#9ECBFF\">'java.security.SecureRandom'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">).\u003C/span>\u003Cspan style=\"color:#B392F0\">implementation\u003C/span>\u003Cspan style=\"color:#F97583\"> =\u003C/span>\u003Cspan style=\"color:#F97583\"> function\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#FFAB70\">keyManagers\u003C/span>\u003Cspan style=\"color:#E1E4E8\">, \u003C/span>\u003Cspan style=\"color:#FFAB70\">trustManagers\u003C/span>\u003Cspan style=\"color:#E1E4E8\">, \u003C/span>\u003Cspan style=\"color:#FFAB70\">secureRandom\u003C/span>\u003Cspan style=\"color:#E1E4E8\">) {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\"> console.\u003C/span>\u003Cspan style=\"color:#B392F0\">log\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#9ECBFF\">\"[+] SSLContext.init() called\"\u003C/span>\u003Cspan style=\"color:#E1E4E8\">);\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\"> this\u003C/span>\u003Cspan style=\"color:#E1E4E8\">.\u003C/span>\u003Cspan style=\"color:#B392F0\">init\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(keyManagers, trustManagers, secureRandom);\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\"> };\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"frida-installation-und-verwendung\">FRIDA Installation und Verwendung\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># FRIDA Server auf Android-Gerät installieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> push\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> frida-server\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/local/tmp/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"chmod 755 /data/local/tmp/frida-server\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"/data/local/tmp/frida-server &\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Script ausführen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">frida\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -U\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -l\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> crypto_hooks.js\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> com.target.package\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"custom-recovery-und-fastboot-exploits\">Custom Recovery und Fastboot-Exploits\u003C/h2>\n\u003Ch3 id=\"twrp-installation-für-forensischen-zugang\">TWRP Installation für forensischen Zugang\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Bootloader entsperren (Herstellerabhängig)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> oem\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unlock\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Oder\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> flashing\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unlock\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># TWRP flashen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> flash\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> recovery\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> twrp-device.img\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> boot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> twrp-device.img\u003C/span>\u003Cspan style=\"color:#6A737D\"> # Temporäre Installation\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># In TWRP: ADB-Zugang mit Root-Berechtigungen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mount\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /system\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mount\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"partitions-imaging-mit-dd\">Partitions-Imaging mit dd\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Vollständige Partition-Liste\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> cat\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /proc/partitions\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Kritische Partitionen extrahieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> if=/dev/block/bootdevice/by-name/system\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> of=/external_sd/system.img\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> if=/dev/block/bootdevice/by-name/userdata\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> of=/external_sd/userdata.img\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> if=/dev/block/bootdevice/by-name/boot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> of=/external_sd/boot.img\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"sqlite-forensics-und-gelöschte-daten\">SQLite Forensics und gelöschte Daten\u003C/h2>\n\u003Ch3 id=\"erweiterte-sqlite-analyse\">Erweiterte SQLite-Analyse\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Freelist-Analyse für gelöschte Einträge\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"PRAGMA freelist_count;\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"PRAGMA page_size;\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># WAL-Datei Analyse\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"PRAGMA wal_checkpoint;\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">strings\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db-wal\u003C/span>\u003Cspan style=\"color:#F97583\"> |\u003C/span>\u003Cspan style=\"color:#B392F0\"> grep\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -i\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"search_term\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Undark für Deleted Record Recovery\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">undark\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --freelist\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --export-csv\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"timeline-rekonstruktion\">Timeline-Rekonstruktion\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Autopsy Timeline-Generierung\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Tools → Generate Timeline\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Analyse von MAC-Times (Modified, Accessed, Created)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Plaso Timeline-Tools\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">log2timeline.py\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> timeline.plaso\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/android/data/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">psort.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -o\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dynamic\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> timeline.plaso\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"weiterführende-ressourcen\">Weiterführende Ressourcen\u003C/h2>\n\u003Ch3 id=\"dokumentation-und-standards\">Dokumentation und Standards\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Ca href=\"https://csrc.nist.gov/pubs/sp/800/101/r1/final\">NIST SP 800-101 Rev. 1 - Mobile Device Forensics Guidelines\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://www.sans.org/cyber-security-courses/advanced-smartphone-mobile-device-forensics/\">SANS FOR585 - Smartphone Forensics\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://github.com/abrignoni/ALEAPP\">ALEAPP GitHub Repository\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://docs.mvt.re/en/latest/\">MVT Documentation\u003C/a>\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"community-und-weiterbildung\">Community und Weiterbildung\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Ca href=\"https://sleuthkit.org/autopsy/docs/\">Autopsy User Documentation\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://github.com/impillar/AndroidReferences/blob/master/AndroidTools.md\">Android Forensics References\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://github.com/mesquidar/ForensicsTools\">Digital Forensics Framework Collection\u003C/a>\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"spezialisierte-tools\">Spezialisierte Tools\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Ca href=\"https://github.com/bkerler/mtkclient\">MTKClient für MediaTek Exploits\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://github.com/nowsecure/android-forensics\">Android Forensics Framework\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://santoku-linux.com/\">Santoku Linux Mobile Forensics Distribution\u003C/a>\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cp>\u003Cstrong>Wichtiger Hinweis\u003C/strong>: Diese Anleitung dient ausschließlich für autorisierte forensische Untersuchungen. Stellen Sie sicher, dass Sie über entsprechende rechtliche Befugnisse verfügen, bevor Sie diese Techniken anwenden. Bei Zweifeln konsultieren Sie Rechtsberatung.\u003C/p>",{"headings":309,"localImagePaths":531,"remoteImagePaths":532,"frontmatter":290,"imagePaths":533},[310,311,314,317,318,321,324,326,329,332,335,338,341,344,347,350,351,354,357,360,363,366,369,372,375,378,379,382,385,388,391,394,397,400,403,406,409,412,415,418,419,422,425,428,431,434,437,440,443,446,449,452,453,456,459,462,465,468,471,474,477,480,483,486,489,492,495,498,501,504,507,510,513,516,519,522,525,528],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":312,"text":313},"kernkomponenten-des-open-source-forensik-stacks","Kernkomponenten des Open-Source Forensik-Stacks",{"depth":47,"slug":315,"text":316},"erfolgsraten-nach-gerätealter","Erfolgsraten nach Gerätealter",{"depth":43,"slug":48,"text":49},{"depth":47,"slug":319,"text":320},"sift-workstation-setup","SIFT Workstation Setup",{"depth":51,"slug":322,"text":323},"systemanforderungen","Systemanforderungen",{"depth":51,"slug":325,"text":49},"installation-1",{"depth":47,"slug":327,"text":328},"autopsy-installation","Autopsy Installation",{"depth":51,"slug":330,"text":331},"windows-installation","Windows Installation",{"depth":51,"slug":333,"text":334},"linux-installation","Linux Installation",{"depth":47,"slug":336,"text":337},"essential-tools-installation","Essential Tools Installation",{"depth":51,"slug":339,"text":340},"android-debug-bridge-adb","Android Debug Bridge (ADB)",{"depth":51,"slug":342,"text":343},"aleapp-installation","ALEAPP Installation",{"depth":51,"slug":345,"text":346},"mobile-verification-toolkit-mvt","Mobile Verification Toolkit (MVT)",{"depth":51,"slug":348,"text":349},"andriller-installation","Andriller Installation",{"depth":43,"slug":58,"text":59},{"depth":47,"slug":352,"text":353},"adb-setup-und-gerätevorbereitung","ADB Setup und Gerätevorbereitung",{"depth":51,"slug":355,"text":356},"usb-debugging-aktivieren","USB-Debugging aktivieren",{"depth":51,"slug":358,"text":359},"adb-verbindung-testen","ADB Verbindung testen",{"depth":47,"slug":361,"text":362},"autopsy-projektkonfiguration","Autopsy Projektkonfiguration",{"depth":51,"slug":364,"text":365},"case-setup","Case-Setup",{"depth":51,"slug":367,"text":368},"android-analyzer-module-aktivieren","Android Analyzer Module aktivieren",{"depth":51,"slug":370,"text":371},"hash-algorithmen-konfigurieren","Hash-Algorithmen konfigurieren",{"depth":47,"slug":373,"text":374},"mvt-konfiguration","MVT Konfiguration",{"depth":51,"slug":376,"text":377},"konfigurationsdatei-erstellen","Konfigurationsdatei erstellen",{"depth":43,"slug":70,"text":71},{"depth":47,"slug":380,"text":381},"fall-1-logische-datenextraktion-mit-adb","Fall 1: Logische Datenextraktion mit ADB",{"depth":51,"slug":383,"text":384},"geräteinformationen-sammeln","Geräteinformationen sammeln",{"depth":51,"slug":386,"text":387},"datenbank-extraktion","Datenbank-Extraktion",{"depth":51,"slug":389,"text":390},"whatsapp-datenextraktion","WhatsApp Datenextraktion",{"depth":47,"slug":392,"text":393},"fall-2-android-backup-analyse","Fall 2: Android Backup-Analyse",{"depth":51,"slug":395,"text":396},"vollständiges-backup-erstellen","Vollständiges Backup erstellen",{"depth":51,"slug":398,"text":399},"backup-mit-aleapp-analysieren","Backup mit ALEAPP analysieren",{"depth":47,"slug":401,"text":402},"fall-3-mvt-kompromittierungsanalyse","Fall 3: MVT Kompromittierungsanalyse",{"depth":51,"slug":404,"text":405},"live-geräteanalyse","Live-Geräteanalyse",{"depth":51,"slug":407,"text":408},"ioc-suche-mit-pegasus-indikatoren","IOC-Suche mit Pegasus-Indikatoren",{"depth":47,"slug":410,"text":411},"fall-4-physische-extraktion-root-erforderlich","Fall 4: Physische Extraktion (Root erforderlich)",{"depth":51,"slug":413,"text":414},"device-rooting---mediatek-geräte","Device Rooting - MediaTek Geräte",{"depth":51,"slug":416,"text":417},"vollständiges-memory-dump","Vollständiges Memory Dump",{"depth":43,"slug":79,"text":80},{"depth":47,"slug":420,"text":421},"rechtliche-compliance","Rechtliche Compliance",{"depth":51,"slug":423,"text":424},"dokumentation-und-chain-of-custody","Dokumentation und Chain of Custody",{"depth":51,"slug":426,"text":427},"familiengeräte-und-nachlässe","Familiengeräte und Nachlässe",{"depth":47,"slug":429,"text":430},"technische-best-practices","Technische Best Practices",{"depth":51,"slug":432,"text":433},"hash-integrität-sicherstellen","Hash-Integrität sicherstellen",{"depth":51,"slug":435,"text":436},"sichere-arbeitsumgebung","Sichere Arbeitsumgebung",{"depth":51,"slug":438,"text":439},"qualitätssicherung","Qualitätssicherung",{"depth":47,"slug":441,"text":442},"erfolgsmaximierung-nach-gerätehersteller","Erfolgsmaximierung nach Gerätehersteller",{"depth":51,"slug":444,"text":445},"mediatek-geräte-höchste-erfolgsrate","MediaTek-Geräte (Höchste Erfolgsrate)",{"depth":51,"slug":447,"text":448},"samsung-geräte","Samsung-Geräte",{"depth":51,"slug":450,"text":451},"pixelnexus-geräte","Pixel/Nexus-Geräte",{"depth":43,"slug":82,"text":83},{"depth":47,"slug":454,"text":455},"problem-adb-erkennt-gerät-nicht","Problem: ADB erkennt Gerät nicht",{"depth":51,"slug":457,"text":458},"lösung-usb-treiber-und-berechtigungen","Lösung: USB-Treiber und Berechtigungen",{"depth":51,"slug":460,"text":461},"windows-treiber-installation","Windows: Treiber-Installation",{"depth":47,"slug":463,"text":464},"problem-verschlüsselte-android-backups","Problem: Verschlüsselte Android Backups",{"depth":51,"slug":466,"text":467},"lösung-android-backup-extractor","Lösung: Android Backup Extractor",{"depth":47,"slug":469,"text":470},"problem-unzureichende-berechtigungen-für-datenextraktion","Problem: Unzureichende Berechtigungen für Datenextraktion",{"depth":51,"slug":472,"text":473},"lösung-alternative-extraktionsmethoden","Lösung: Alternative Extraktionsmethoden",{"depth":47,"slug":475,"text":476},"problem-aleapp-parsing-fehler","Problem: ALEAPP Parsing-Fehler",{"depth":51,"slug":478,"text":479},"lösung-datenformat-probleme-beheben","Lösung: Datenformat-Probleme beheben",{"depth":43,"slug":481,"text":482},"erweiterte-techniken","Erweiterte Techniken",{"depth":47,"slug":484,"text":485},"memory-forensics-mit-lime","Memory Forensics mit LiME",{"depth":51,"slug":487,"text":488},"lime-für-arm-devices-kompilieren","LiME für ARM-Devices kompilieren",{"depth":51,"slug":490,"text":491},"volatility-analyse-von-android-memory","Volatility-Analyse von Android Memory",{"depth":47,"slug":493,"text":494},"frida-basierte-runtime-analyse","FRIDA-basierte Runtime-Analyse",{"depth":51,"slug":496,"text":497},"frida-für-kryptographie-hooks","FRIDA für Kryptographie-Hooks",{"depth":51,"slug":499,"text":500},"frida-installation-und-verwendung","FRIDA Installation und Verwendung",{"depth":47,"slug":502,"text":503},"custom-recovery-und-fastboot-exploits","Custom Recovery und Fastboot-Exploits",{"depth":51,"slug":505,"text":506},"twrp-installation-für-forensischen-zugang","TWRP Installation für forensischen Zugang",{"depth":51,"slug":508,"text":509},"partitions-imaging-mit-dd","Partitions-Imaging mit dd",{"depth":47,"slug":511,"text":512},"sqlite-forensics-und-gelöschte-daten","SQLite Forensics und gelöschte Daten",{"depth":51,"slug":514,"text":515},"erweiterte-sqlite-analyse","Erweiterte SQLite-Analyse",{"depth":51,"slug":517,"text":518},"timeline-rekonstruktion","Timeline-Rekonstruktion",{"depth":47,"slug":520,"text":521},"weiterführende-ressourcen","Weiterführende Ressourcen",{"depth":51,"slug":523,"text":524},"dokumentation-und-standards","Dokumentation und Standards",{"depth":51,"slug":526,"text":527},"community-und-weiterbildung","Community und Weiterbildung",{"depth":51,"slug":529,"text":530},"spezialisierte-tools","Spezialisierte Tools",[],[],[],"android-logical-imaging.md","nextcloud",{"id":535,"data":537,"body":551,"filePath":552,"digest":553,"rendered":554,"legacyId":590},{"title":538,"tool_name":539,"description":540,"last_updated":541,"author":16,"difficulty":542,"categories":543,"tags":545,"sections":550,"review_status":34},"Nextcloud - Sichere Kollaborationsplattform","Nextcloud","Detaillierte Anleitung und Best Practices für Nextcloud in forensischen Einsatzszenarien",["Date","2025-07-20T00:00:00.000Z"],"novice",[544],"collaboration-general",[25,546,547,27,548,549],"collaboration","file-sharing","encryption","document-management",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":33},"> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\nNextcloud ist eine Open-Source-Cloud-Suite, die speziell für die sichere Zusammenarbeit entwickelt wurde. Sie eignet sich ideal für forensische Teams, da sie eine DSGVO-konforme Umgebung mit verschlüsselter Dateiablage, Office-Integration und Videokonferenzen bereitstellt. Zusätzlich bietet Nextcloud einen integrierten SSO-Provider, der das Identitätsmanagement für andere forensische Tools stark vereinfacht.\n\nSkalierbar von kleinen Raspberry-Pi-Installationen bis hin zu hochverfügbaren Multi-Node-Setups.\n\n- **Website:** [nextcloud.com](https://nextcloud.com/)\n- **Demo/Projektinstanz:** [cloud.cc24.dev](https://cloud.cc24.dev)\n- **Statusseite:** [Mikoshi Status](https://status.mikoshi.de/api/badge/11/status)\n- **Lizenz:** AGPL-3.0\n\n---\n\n## Installation\n\n### Voraussetzungen\n\n- Linux-Server oder Raspberry Pi\n- PHP 8.1 oder höher\n- MariaDB/PostgreSQL\n- Webserver (Apache/Nginx)\n- SSL-Zertifikat (empfohlen: Let's Encrypt)\n\n### Installationsschritte (Ubuntu Beispiel)\n\n```bash\nsudo apt update && sudo apt upgrade\nsudo apt install apache2 mariadb-server libapache2-mod-php php php-mysql \\\n php-gd php-xml php-mbstring php-curl php-zip php-intl php-bcmath unzip\n\nwget https://download.nextcloud.com/server/releases/latest.zip\nunzip latest.zip -d /var/www/\nchown -R www-data:www-data /var/www/nextcloud\n````\n\nDanach den Web-Installer im Browser aufrufen (`https://\u003Cyour-domain>/nextcloud`) und Setup abschließen.\n\n## Konfiguration\n\n* **Trusted Domains** in `config.php` definieren\n* SSO mit OpenID Connect aktivieren\n* Dateiverschlüsselung aktivieren (`Settings → Security`)\n* Benutzer und Gruppen über LDAP oder SAML integrieren\n\n## Verwendungsbeispiele\n\n### Gemeinsame Fallbearbeitung\n\n1. Ermittlungsordner als geteiltes Gruppenverzeichnis anlegen\n2. Versionierung und Kommentare zu forensischen Berichten aktivieren\n3. Vorschau für Office-Dateien, PDFs und Bilder direkt im Browser nutzen\n\n### Videokonferenzen mit \"Nextcloud Talk\"\n\n* Sichere Kommunikation zwischen Ermittlern und Sachverständigen\n* Ende-zu-Ende-verschlüsselt\n* Bildschirmfreigabe möglich\n\n### Automatischer Dateiimport per API\n\n* REST-Schnittstelle nutzen, um z. B. automatisch Logdateien oder Exportdaten hochzuladen\n* Ideal für Anbindung an SIEM, DLP oder Analyse-Pipelines\n\n## Best Practices\n\n* Zwei-Faktor-Authentifizierung aktivieren\n* Tägliche Backups der Datenbank und Datenstruktur\n* Nutzung von OnlyOffice oder Collabora für revisionssichere Dokumentenbearbeitung\n* Zugriff regelmäßig überprüfen, insbesondere bei externen Partnern\n\n## Troubleshooting\n\n### Problem: Langsame Performance\n\n**Lösung:** APCu aktivieren und Caching optimieren (`config.php → 'memcache.local'`).\n\n### Problem: Dateien erscheinen nicht im Sync\n\n**Lösung:** Cronjob für `files:scan` konfigurieren oder manuell ausführen:\n\n```bash\nsudo -u www-data php /var/www/nextcloud/occ files:scan --all\n```\n\n### Problem: Fehlermeldung \"Trusted domain not set\"\n\n**Lösung:** In `config/config.php` Eintrag `trusted_domains` korrekt konfigurieren:\n\n```php\n'trusted_domains' =>\n array (\n 0 => 'yourdomain.tld',\n 1 => 'cloud.cc24.dev',\n ),\n```\n\n## Weiterführende Themen\n\n* **Integration mit Forensik-Plattformen** (über WebDAV, API oder SSO)\n* **Custom Apps entwickeln** für spezielle Ermittlungs-Workflows\n* **Auditing aktivieren**: Nutzung und Änderungen nachvollziehen mit Protokollierungsfunktionen","src/content/knowledgebase/nextcloud.md","9294074e6083e37b",{"html":555,"metadata":556},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>Nextcloud ist eine Open-Source-Cloud-Suite, die speziell für die sichere Zusammenarbeit entwickelt wurde. Sie eignet sich ideal für forensische Teams, da sie eine DSGVO-konforme Umgebung mit verschlüsselter Dateiablage, Office-Integration und Videokonferenzen bereitstellt. Zusätzlich bietet Nextcloud einen integrierten SSO-Provider, der das Identitätsmanagement für andere forensische Tools stark vereinfacht.\u003C/p>\n\u003Cp>Skalierbar von kleinen Raspberry-Pi-Installationen bis hin zu hochverfügbaren Multi-Node-Setups.\u003C/p>\n\u003Cul>\n\u003Cli>\u003Cstrong>Website:\u003C/strong> \u003Ca href=\"https://nextcloud.com/\">nextcloud.com\u003C/a>\u003C/li>\n\u003Cli>\u003Cstrong>Demo/Projektinstanz:\u003C/strong> \u003Ca href=\"https://cloud.cc24.dev\">cloud.cc24.dev\u003C/a>\u003C/li>\n\u003Cli>\u003Cstrong>Statusseite:\u003C/strong> \u003Ca href=\"https://status.mikoshi.de/api/badge/11/status\">Mikoshi Status\u003C/a>\u003C/li>\n\u003Cli>\u003Cstrong>Lizenz:\u003C/strong> AGPL-3.0\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Ch2 id=\"installation\">Installation\u003C/h2>\n\u003Ch3 id=\"voraussetzungen\">Voraussetzungen\u003C/h3>\n\u003Cul>\n\u003Cli>Linux-Server oder Raspberry Pi\u003C/li>\n\u003Cli>PHP 8.1 oder höher\u003C/li>\n\u003Cli>MariaDB/PostgreSQL\u003C/li>\n\u003Cli>Webserver (Apache/Nginx)\u003C/li>\n\u003Cli>SSL-Zertifikat (empfohlen: Let’s Encrypt)\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"installationsschritte-ubuntu-beispiel\">Installationsschritte (Ubuntu Beispiel)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> upgrade\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apache2\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mariadb-server\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> libapache2-mod-php\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-mysql\u003C/span>\u003Cspan style=\"color:#79B8FF\"> \\\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#9ECBFF\"> php-gd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-xml\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-mbstring\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-curl\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-zip\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-intl\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-bcmath\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unzip\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">wget\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://download.nextcloud.com/server/releases/latest.zip\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">unzip\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> latest.zip\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -d\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">chown\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -R\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> www-data:www-data\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/nextcloud\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Danach den Web-Installer im Browser aufrufen (\u003Ccode>https://<your-domain>/nextcloud\u003C/code>) und Setup abschließen.\u003C/p>\n\u003Ch2 id=\"konfiguration\">Konfiguration\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Trusted Domains\u003C/strong> in \u003Ccode>config.php\u003C/code> definieren\u003C/li>\n\u003Cli>SSO mit OpenID Connect aktivieren\u003C/li>\n\u003Cli>Dateiverschlüsselung aktivieren (\u003Ccode>Settings → Security\u003C/code>)\u003C/li>\n\u003Cli>Benutzer und Gruppen über LDAP oder SAML integrieren\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"gemeinsame-fallbearbeitung\">Gemeinsame Fallbearbeitung\u003C/h3>\n\u003Col>\n\u003Cli>Ermittlungsordner als geteiltes Gruppenverzeichnis anlegen\u003C/li>\n\u003Cli>Versionierung und Kommentare zu forensischen Berichten aktivieren\u003C/li>\n\u003Cli>Vorschau für Office-Dateien, PDFs und Bilder direkt im Browser nutzen\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"videokonferenzen-mit-nextcloud-talk\">Videokonferenzen mit “Nextcloud Talk”\u003C/h3>\n\u003Cul>\n\u003Cli>Sichere Kommunikation zwischen Ermittlern und Sachverständigen\u003C/li>\n\u003Cli>Ende-zu-Ende-verschlüsselt\u003C/li>\n\u003Cli>Bildschirmfreigabe möglich\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"automatischer-dateiimport-per-api\">Automatischer Dateiimport per API\u003C/h3>\n\u003Cul>\n\u003Cli>REST-Schnittstelle nutzen, um z. B. automatisch Logdateien oder Exportdaten hochzuladen\u003C/li>\n\u003Cli>Ideal für Anbindung an SIEM, DLP oder Analyse-Pipelines\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>Zwei-Faktor-Authentifizierung aktivieren\u003C/li>\n\u003Cli>Tägliche Backups der Datenbank und Datenstruktur\u003C/li>\n\u003Cli>Nutzung von OnlyOffice oder Collabora für revisionssichere Dokumentenbearbeitung\u003C/li>\n\u003Cli>Zugriff regelmäßig überprüfen, insbesondere bei externen Partnern\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"troubleshooting\">Troubleshooting\u003C/h2>\n\u003Ch3 id=\"problem-langsame-performance\">Problem: Langsame Performance\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> APCu aktivieren und Caching optimieren (\u003Ccode>config.php → 'memcache.local'\u003C/code>).\u003C/p>\n\u003Ch3 id=\"problem-dateien-erscheinen-nicht-im-sync\">Problem: Dateien erscheinen nicht im Sync\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> Cronjob für \u003Ccode>files:scan\u003C/code> konfigurieren oder manuell ausführen:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -u\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> www-data\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/nextcloud/occ\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> files:scan\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --all\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"problem-fehlermeldung-trusted-domain-not-set\">Problem: Fehlermeldung “Trusted domain not set”\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> In \u003Ccode>config/config.php\u003C/code> Eintrag \u003Ccode>trusted_domains\u003C/code> korrekt konfigurieren:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"php\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#9ECBFF\">'trusted_domains'\u003C/span>\u003Cspan style=\"color:#F97583\"> =>\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\"> array\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> (\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\"> 0\u003C/span>\u003Cspan style=\"color:#F97583\"> =>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 'yourdomain.tld'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\"> 1\u003C/span>\u003Cspan style=\"color:#F97583\"> =>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 'cloud.cc24.dev'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\"> ),\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Integration mit Forensik-Plattformen\u003C/strong> (über WebDAV, API oder SSO)\u003C/li>\n\u003Cli>\u003Cstrong>Custom Apps entwickeln\u003C/strong> für spezielle Ermittlungs-Workflows\u003C/li>\n\u003Cli>\u003Cstrong>Auditing aktivieren\u003C/strong>: Nutzung und Änderungen nachvollziehen mit Protokollierungsfunktionen\u003C/li>\n\u003C/ul>",{"headings":557,"localImagePaths":587,"remoteImagePaths":588,"frontmatter":537,"imagePaths":589},[558,559,560,561,564,565,566,569,572,575,576,577,580,583,586],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":48,"text":49},{"depth":51,"slug":52,"text":53},{"depth":51,"slug":562,"text":563},"installationsschritte-ubuntu-beispiel","Installationsschritte (Ubuntu Beispiel)",{"depth":47,"slug":58,"text":59},{"depth":47,"slug":70,"text":71},{"depth":51,"slug":567,"text":568},"gemeinsame-fallbearbeitung","Gemeinsame Fallbearbeitung",{"depth":51,"slug":570,"text":571},"videokonferenzen-mit-nextcloud-talk","Videokonferenzen mit “Nextcloud Talk”",{"depth":51,"slug":573,"text":574},"automatischer-dateiimport-per-api","Automatischer Dateiimport per API",{"depth":47,"slug":79,"text":80},{"depth":47,"slug":82,"text":83},{"depth":51,"slug":578,"text":579},"problem-langsame-performance","Problem: Langsame Performance",{"depth":51,"slug":581,"text":582},"problem-dateien-erscheinen-nicht-im-sync","Problem: Dateien erscheinen nicht im Sync",{"depth":51,"slug":584,"text":585},"problem-fehlermeldung-trusted-domain-not-set","Problem: Fehlermeldung “Trusted domain not set”",{"depth":47,"slug":94,"text":95},[],[],[],"nextcloud.md"] \ No newline at end of file diff --git a/data/embeddings.json b/data/embeddings.json new file mode 100644 index 0000000..132bdc0 --- /dev/null +++ b/data/embeddings.json @@ -0,0 +1,117075 @@ +{ + "version": "eyJ0b29scyI6W3sibmFtZSI6IlBob3Rv", + "lastUpdated": 1753972744127, + "embeddings": [ + { + "id": "tool_PhotoRec", + "type": "tool", + "name": "PhotoRec", + "content": "photorec der datenretter ignoriert dateisysteme und findet gelöschte dateien durch signature-scanning - selbst nach formatierung. über 300 dateiformate von jpegs über office-dokumente bis zu verschlüsselten archives. die companion- software testdisk repariert zusätzlich partitionstabellen. arbeitet 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dokumentenerstellung - ein unterschätztes forensik-werkzeug. calc verarbeitet massive csv-logs und datenbank-exporte mit pivot-tabellen und filtern. die makro-sprache automatisiert wiederkehrende analysen. writer erstellt gerichtsfeste reports mit inhaltsverzeichnis und querverweisen. besonders wertvoll: import obskurer dateiformate die microsoft office ablehnt, reparatur korrupter dokumente, metadaten-anzeige fremder files. die version-history in dokumenten enthüllt bearbeitungen. draw visualisiert netzwerk-diagramme und timelines. base als frontend für sqlite-forensik-datenbanken. die pdf-export-optionen mit sicherheitseinstellungen für vertrauliche reports. kompatibilität mit allen gängigen formaten. die portable-version läuft von usb ohne installation. extensions erweitern für spezielle aufgaben. kostenlos aber professionell - spart lizenzbudget für spezial-tools. der standard für forensik-dokumentation weltweit. gui reporting csv-export cross-platform macro-automation 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"incident-response", + "mobile-forensics" + ], + "phases": [ + "data-collection" + ], + "tags": [ + "memory", + "acquisition", + "scenario:memory_dump" + ], + "skillLevel": "advanced", + "type": "tool" + } + }, + { + "id": "tool_Binwalk", + "type": "tool", + "name": "Binwalk", + "content": "binwalk der firmware-forensiker extrahiert versteckte schätze aus iot-geräten, routern und embedded systems. signature-scanning identifiziert eingebettete dateisysteme (squashfs, jffs2, cramfs), komprimierte archive und verschlüsselte bereiche. automatische extraktion mit -e flag. entropy- analyse visualisiert zufälligkeit für crypto-erkennung. die rules-engine erlaubt custom-signaturen für proprietäre formate. besonders wertvoll für iot-malware-analyse, router-backdoor-suche und ip-kameras-forensik. 3d-entropy-plots mit -e. hexdump-integration für manuelle inspektion. die plugin-architektur ermöglicht erweiterungen. oft der erste schritt bei hardware-forensik. kombiniert mit qemu für firmware-emulation. die false-positive-rate kann hoch sein, aber die alternative ist manuelles hex-editing. essential für jeden, der mit embedded devices arbeitet. command-line firmware-extraction signature-analysis file-carving entropy-check binary-decode iot-forensics embedded-analysis custom-signatures hexdump-view plugin-support 3d-entropy malware-analysis ics-forensics static-investigations examination analysis", + "embedding": [ + -0.006549835205078125, + 0.023834228515625, + 0.0209808349609375, + 0.0110626220703125, + 0.03076171875, + 0.036651611328125, + 0.0182342529296875, + -0.0016613006591796875, + -0.0230712890625, + -0.0192718505859375, + -0.039886474609375, + 0.0823974609375, + 0.00968170166015625, + 0.003204345703125, + -0.052398681640625, + 0.00916290283203125, + 0.00006973743438720703, + -0.01153564453125, + 0.02239990234375, + 0.02581787109375, + -0.0185089111328125, + -0.0128173828125, + -0.05657958984375, + 0.005863189697265625, + 0.0156707763671875, + 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bewegungsprofile, wps-pin-recovery bei legacy-routern. die gpu-acceleration (via pyrit/hashcat) beschleunigt psk-cracking dramatisch. support für moderne standards: wpa3-transition-mode, 802.11ac/ax. scripting-interface automatisiert mass-assessments. cross-platform-verfügbarkeit mit hardware-treiber-support. forensic-mode bewahrt evidence-integrity. integration in penetration-testing-frameworks. der klassiker für wlan-forensik wenn moderne enterprise-wlans kompromittiert wurden. commandline wireless packet-capture injection cracking scenario:credential_theft network-forensics incident-response data-collection analysis", + "embedding": [ + -0.003936767578125, + 0.00498199462890625, + 0.036956787109375, + 0.0190582275390625, + 0.052490234375, + -0.00547027587890625, + 0.005298614501953125, + -0.005977630615234375, + -0.0226593017578125, + -0.0134124755859375, + -0.037139892578125, + 0.0501708984375, + 0.0057373046875, + -0.01739501953125, + -0.06494140625, + 0.05364990234375, + 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ring-buffer-mode rotiert captures automatisch. die libpcap-basis macht captures kompatibel zu allen major-analysis-tools. remote-capture via ssh-tunneling für network-forensics. integration in scripts für automatisierte collection. besonders geschätzt: die stabilität auch bei defekten frames, minimaler cpu-overhead, verfügbar auf jedem unix-system ohne installation. der syntax mag archaisch wirken, aber die effizienz ist unübertroffen. basis-skill für jeden netzwerk-forensiker und oft einziges tool in restricted environments. pcap cli network-forensics data-collection", + "embedding": [ + -0.0255584716796875, + 0.0005240440368652344, + 0.01384735107421875, + 0.021270751953125, + 0.0577392578125, + 0.01102447509765625, + 0.000545501708984375, + -0.00970458984375, + -0.0201873779296875, + -0.01004791259765625, + -0.048370361328125, + 0.0290679931640625, + 0.0211639404296875, + 0.0009694099426269531, + -0.040374755859375, + 0.057342529296875, + 0.004924774169921875, + 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raid-rekonstruktion arbeitet mit defekten arrays. besonders wertvoll: paralleles imaging mehrerer evidenzen, hardware- beschleunigte hashing, unterstützung exotischer formate. die touchscreen- konsole steuert imaging-vorgänge. field-kit-version für vor-ort-einsätze. integration mit ftk, encase, x-ways. die workstation-komponente analysiert während des imaging. der hohe preis macht es zur investition für high-volume-labs. der support durch digital intelligence ist erstklassig. die modulare bauweise erlaubt upgrades. für kleine teams overkill, für behörden-labs oft standard. die hardware-zuverlässigkeit rechtfertigt den premium-preis. gui commercial write-blocker physical-copy scenario:disk_imaging multithreaded hardware-solution hot-swap raid-recovery parallel-imaging touch-control lab-equipment static-investigations incident-response data-collection", + "embedding": [ + -0.01389312744140625, + 0.032928466796875, + 0.0333251953125, + -0.0010042190551757812, + 0.031951904296875, + 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features. simultane hash-berechnung (md5, sha1, sha256) während des imaging spart zeit und garantiert integrität. status-output zeigt geschwindigkeit, verbleibende zeit und übertragene daten. split-on-the-fly für multi-volume-archives ohne zwischenspeicherung. pattern-wiping für sicheres löschen nach dod-standards. log-output dokumentiert jeden schritt für chain-of-custody. die verify-funktion prüft geschriebene daten sofort. besonders wertvoll: hashing einzelner blöcke für granulare integritätsprüfung, fortsetzen unterbrochener images, mehrere output-ziele gleichzeitig. die forensischen erweiterungen machen es zur ersten wahl für professionelle labore. syntax bleibt dd-kompatibel für einfachen umstieg. performance mit großen blockgrößen optimiert. die aktive entwicklung hält mit modernen anforderungen schritt. standard in vielen forensik-distributionen. command-line physical-copy hashing scenario:disk_imaging compression integrity-check split-output status-display pattern-wipe 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beweis-kontamination. bento-menü organisiert tools nach japanischer effizienz-philosophie. besonders stark: android-forensik-suite mit adb-automatisierung, ios-backup-analyzer, umfangreiche malware-sandbox. die acquire-edition ist optimiert für schnelles imaging mit minimalem ram. performance- kernel speziell für forensik-hardware. einzigartig: integrierte übersetzungs-tools für internationale ermittlungen, unterstützung asiatischer zeichensätze, line-messenger-parser. die 64-bit-only- architektur nutzt modernen ram voll aus. live-patching hält tools aktuell ohne neustart. der stealth-mode deaktiviert alle netzwerk- interfaces. die alternative für ermittler die mehr als standard-distributionen wollen. gui write-blocker live-acquisition triage forensic-snapshots selective-imaging mobile-focused malware-sandbox asian-language hardware-writeblock performance-kernel stealth-mode incident-response static-investigations malware-analysis mobile-forensics", + "embedding": [ + 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error-messages. die sysinternals-version (windows) bietet gui und erweiterte features. gnu-strings (linux) integriert perfekt in pipe-workflows. encoding-options (-e) für unicode-varianten essentiell bei modernen samples. minimum-length (-n) filtert rauschen. offset-anzeige (-o) für spätere hex-editor-analyse. besonders wertvoll: kombination mit grep für pattern-matching, sort/uniq für häufigkeitsanalyse, integration in automatisierte malware-triage. die einfachheit täuscht - erfahrene analysten extrahieren erstaunliche intelligence. perfekt für verschlüsselte/gepackte malware wenn strings im unpacking-stub verbleiben. output oft ausgangspunkt für yara-rules. das 5-minuten-tool das stunden detaillierter analyse spart. command-line string-search binary-decode triage cross-platform fast-scan unicode-support pattern-extraction malware-triage c2-discovery password-finding pipe-friendly incident-response malware-analysis static-investigations examination", + "embedding": [ + 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deaktiviert auto-mount und netzwerk für saubere akquisition. die tool-kategorien decken alle phasen ab: imaging (dc3dd), carving (foremost), memory-analyse (volatility), netzwerk (wireshark), mobile (adb), krypto (hashcat). metapackages installieren tool-gruppen gezielt. die rolling-release-natur hält alles aktuell. arm-images für raspberry pi und mobile-forensik. nethunter bringt kali aufs smartphone. anpassbare iso-builds für spezialisierte teams. die dokumentation und community sind exzellent. vorsicht: viele tools sind offensiv - klare policies nötig! der standard für incident-response-teams weltweit. gui command-line cross-platform live-acquisition write-blocker opensource forensics-mode tool-collection arm-support nethunter custom-builds rolling-release incident-response static-investigations malware-analysis fraud-investigation network-forensics mobile-forensics cloud-forensics ics-forensics", + "embedding": [ + -0.035980224609375, + 0.01071929931640625, + 0.045166015625, + 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secure-enclave-schutz. zwei varianten: graykey-on-premises für lokale nutzung, graykey-connected mit cloud- updates für neueste exploits. unterstützt ios 7-17 mit wechselnder geräte-coverage je nach verfügbaren exploits. die brute-force-engine knackt 4-6 stellige pins in stunden bis tagen. besonders wertvoll: partial-extraction auch bei verschlüsselten geräten, afu/bfu-state- analysis, keychain-decryption. der preis (30.000€+) und ethische bedenken limitieren auf strafverfolgung. regelmäßige exploits werden durch ios-updates zunichte gemacht - ein katz-und-maus-spiel zwischen apple und grayshift. standard-tool in us-polizei-departments trotz rechtlicher und ethischer kontroversen um überwachungstechnologie. ios-unlocking zero-day-exploits hardware-solution brute-force keychain-extraction law-enforcement mobile-forensics data-collection", + "embedding": [ + -0.024017333984375, + 0.0249176025390625, + 0.03912353515625, + -0.006778717041015625, + 0.052764892578125, + 0.024017333984375, + 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parst über 200 app-datenbanken und system-logs in übersichtliche html-reports. von whatsapp-chats über google-maps-timeline bis zu gelöschten sqlite-records - aleapp findet versteckte beweise. die timeline-funktion korreliert aktivitäten über alle apps. besonders wertvoll: protobuf-dekodierung für moderne apps, analyse von well-being-daten, batteriestatistiken für aktivitätsmuster. unterstützt physische dumps, logische extractions und sogar teilbackups. die plugin-architektur erlaubt erweiterungen für neue apps. ständige updates durch die aktive community halten mit android-entwicklungen schritt. der generierte report ist gerichtsfest strukturiert mit quellenangaben zu jedem artefakt. integration mit ileapp und vleapp für cross-device-analysen. command-line mobile-app-data artifact-parser timeline html-export sqlite-viewer protobuf-parser whatsapp-analysis google-artifacts battery-stats well-being-data cross-platform incident-response static-investigations mobile-forensics 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"microsoft office 365 der industriestandard bietet mehr als textverarbeitung - ein mächtiges forensik-analyse-toolkit. excel's power query transformiert komplexe log-dateien in aussagekräftige visualisierungen. power pivot verarbeitet millionen datensätze für big-data-forensik. die kollaborations-features ermöglichen echtzeit-teamarbeit an ermittlungen. besonders wertvoll: cloud-storage für große beweis-sammlungen, version-history für audit-trails, advanced ediscovery für compliance. teams integriert sichere kommunikation. der compliance-manager dokumentiert datenschutz-konform. onenote sammelt notizen und screenshots strukturiert. die ki-features in editor verbessern report-qualität. makros automatisieren routine-analysen. die mobile-apps ermöglichen feld-dokumentation. power automate verbindet mit forensik-tools. der industriestandard hat seinen preis, aber die integration und support sind unübertroffen. vorsicht: cloud-storage kann datenschutz-problematisch sein für sensible ermittlungen. gui web-interface commercial collaboration visualization cloud-artifacts power-query ediscovery version-control team-integration mobile-apps automation-capable incident-response static-investigations malware-analysis fraud-investigation network-forensics mobile-forensics cloud-forensics ics-forensics examination analysis reporting", + "embedding": [ + -0.0113067626953125, + 0.041046142578125, + 0.05047607421875, + 0.00630950927734375, + 0.032135009765625, + 0.0294189453125, + 0.0350341796875, + 0.01398468017578125, + -0.0107574462890625, + 0.0229644775390625, + -0.05230712890625, + 0.0364990234375, + 0.0006413459777832031, + -0.0012598037719726562, + -0.060638427734375, + 0.04412841796875, + -0.0194244384765625, + 0.0276031494140625, + 0.0308685302734375, + -0.0159759521484375, + -0.0169830322265625, + -0.00569915771484375, + -0.048309326171875, + 0.0025768280029296875, + -0.0007147789001464844, + 0.041961669921875, + -0.018798828125, + -0.06793212890625, + 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extraktion: adb backup für app-daten, pull-befehle für zugängliche bereiche (/sdcard, /data/media), content provider queries für kontakte/sms. parsing: android backup extractor für .ab-files, sqlite-analyse der datenbanken, xml-auswertung der preferences. limitierungen: keine system-apps, verschlüsselte bereiche unzugänglich, neuere android-versionen (12+) stark eingeschränkt. spezial-techniken: downgrade-attacks, sideloading forensischer apps, screen-recording für ui-basierte extraktion. der sweet-spot: android 4-8 geräte mit schwachen sicherheitsmechanismen. dokumentation der berechtigungen und nutzer-autorisierung für gerichtsverwertbarkeit essentiell. command-line logical-copy mobile-app-data triage adb-based legacy-devices content-providers backup-extraction permission-based court-considerations mobile-forensics static-investigations data-collection", + "embedding": [ + 0.00493621826171875, + 0.0308837890625, + 0.0167388916015625, + 0.004795074462890625, + 0.0286102294921875, + 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"static-investigations", + "mobile-forensics", + "cloud-forensics", + "fraud-investigation" + ], + "phases": [ + "data-collection", + "examination", + "analysis", + "reporting" + ], + "tags": [ + "gui", + "commercial", + "cloud-artifacts", + "mobile-app-data", + "automation-ready", + "court-admissible", + "ai-categorization", + "ief-engine", + "connections-view", + "timeline-analysis", + "csam-detection", + "parallel-processing" + ], + "skillLevel": "beginner", + "type": "tool" + } + }, + { + "id": "concept_Regular_Expressions__Regex_", + "type": "concept", + "name": "Regular Expressions (Regex)", + "content": "regular expressions (regex) die universelle mustererkennungssprache ermöglicht komplexe textsuchen und datenextraktion in der digitalen forensik. von einfachen wildcards bis zu komplexen capture-groups: ip-adressen (\\d{1,3}\\.){3}\\d{1,3}, e-mail-adressen, kreditkarten, bitcoin-adressen. essentiell für log-analyse, yara-rules, grep-searches und data-carving. die syntax variiert 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"content": "hash functions & digital signatures kryptographische hash-funktionen und digitale signaturen bilden das fundament der digitalen beweissicherung. md5 (veraltet aber verbreitet), sha-1, sha-256/512 für integritätsprüfung. kollisionsresistenz gewährleistet eindeutigkeit. forensische anwendungen: datenträger- verifizierung vor/nach imaging, deduplizierung mit hash-sets (nsrl), known-bad-identifikation (malware, csam). rainbow-tables für passwort-cracking. fuzzy-hashing (ssdeep) für ähnlichkeitsanalyse. digitale signaturen authentifizieren software und dokumente. certificate-chain-analyse bei apt-investigations. timestamping für chain-of-custody. die mathematik dahinter ist komplex, aber anwendung ist essentiell. tools berechnen automatisch, aber verständnis der prinzipien unterscheidet profis von amateuren. blockchain als verteilte hash-kette revolutioniert evidence-management. hashing integrity-check chain-of-custody standards-compliant deduplication known-bad-detection fuzzy-hashing digital-signatures timestamping blockchain-evidence incident-response static-investigations malware-analysis mobile-forensics cloud-forensics data-collection examination", + "embedding": [ + -0.0299530029296875, + -0.0006489753723144531, + 0.0469970703125, + -0.01009368896484375, + 0.0233306884765625, + 0.0311126708984375, + 0.03955078125, + -0.022674560546875, + -0.018280029296875, + 0.000698089599609375, + -0.01555633544921875, + 0.053924560546875, + 0.0074462890625, + -0.0020999908447265625, + -0.06683349609375, + 0.03607177734375, + -0.0299530029296875, + 0.00695037841796875, + 0.019775390625, + 0.0184478759765625, + -0.01125335693359375, + 0.01580810546875, + -0.0479736328125, + 0.011749267578125, + 0.0065765380859375, + 0.020263671875, + -0.0304412841796875, + -0.060882568359375, + -0.0153045654296875, + 0.00372314453125, + -0.0121612548828125, + -0.02093505859375, + 0.007320404052734375, + 0.0272979736328125, + -0.0184478759765625, + -0.00860595703125, + 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at end of file diff --git a/src/pages/api/ai/embeddings.status.ts b/src/pages/api/ai/embeddings.status.ts new file mode 100644 index 0000000..2ca02c2 --- /dev/null +++ b/src/pages/api/ai/embeddings.status.ts @@ -0,0 +1,22 @@ +// src/pages/api/ai/embeddings-status.ts +import type { APIRoute } from 'astro'; +import { embeddingsService } from '../../../utils/embeddings.js'; +import { apiResponse, apiServerError } from '../../../utils/api.js'; + +export const prerender = false; + +export const GET: APIRoute = async () => { + try { + const stats = embeddingsService.getStats(); + + return apiResponse.success({ + embeddings: stats, + timestamp: new Date().toISOString(), + status: stats.enabled && stats.initialized ? 'ready' : + stats.enabled && !stats.initialized ? 'initializing' : 'disabled' + }); + } catch (error) { + console.error('Embeddings status error:', error); + return apiServerError.internal('Failed to get embeddings status'); + } +}; \ No newline at end of file diff --git a/src/pages/api/ai/enhance-input.ts b/src/pages/api/ai/enhance-input.ts index 34d5347..eaac875 100644 --- a/src/pages/api/ai/enhance-input.ts +++ b/src/pages/api/ai/enhance-input.ts @@ -14,7 +14,11 @@ function getEnv(key: string): string { return value; } -const AI_MODEL = getEnv('AI_MODEL'); +// Use the analyzer AI for smart prompting (smaller, faster model) +const AI_ENDPOINT = getEnv('AI_ANALYZER_ENDPOINT'); +const AI_API_KEY = getEnv('AI_ANALYZER_API_KEY'); +const AI_MODEL = getEnv('AI_ANALYZER_MODEL'); + const rateLimitStore = new Map(); const RATE_LIMIT_WINDOW = 60 * 1000; // 1 minute const RATE_LIMIT_MAX = 5; // 5 enhancement requests per minute per user @@ -59,29 +63,38 @@ function cleanupExpiredRateLimits() { setInterval(cleanupExpiredRateLimits, 5 * 60 * 1000); function createEnhancementPrompt(input: string): string { - return ` -Du bist eine KI für digitale Forensik. Der Nutzer beschreibt ein forensisches Szenario. Analysiere die Eingabe. + return `Du bist eine KI für digitale Forensik-Anfragen. Der Nutzer beschreibt ein forensisches Szenario oder Problem. Analysiere die Eingabe auf Vollständigkeit und Klarheit. -Wenn die Beschreibung unvollständig oder vage ist, stelle bis zu drei präzise Rückfragen im JSON-Array-Format, um wichtige Details zu klären (z. B. Vorfalltyp, System, Ziel, Datenquellen, Zeit, Beteiligte, rechtlicher Rahmen). +ANALYSIERE DIESE KATEGORIEN: +1. **Vorfalltyp**: Was ist passiert? (Malware, Datendiebstahl, Compliance-Verstoß, etc.) +2. **Betroffene Systeme**: Welche Technologien/Plattformen? (Windows, Linux, Mobile, Cloud, etc.) +3. **Verfügbare Datenquellen**: Was kann untersucht werden? (Logs, Images, Memory Dumps, etc.) +4. **Untersuchungsziel**: Was soll erreicht werden? (IOCs finden, Timeline erstellen, etc.) +5. **Zeitrahmen & Dringlichkeit**: Wann ist etwas passiert? Wie dringend? +6. **Ressourcen & Constraints**: Budget, Skills, Tools, rechtliche Aspekte +7. **Beweisziele**: Dokumentation, Gerichtsverfahren, interne Aufklärung? -Wenn die Eingabe bereits klar, spezifisch und vollständig ist, gib stattdessen nur eine leere Liste [] zurück. +WENN die Beschreibung vollständig und spezifisch ist: Gib eine leere Liste [] zurück. -Antwortformat strikt: +WENN wichtige Details fehlen: Formuliere 2-3 präzise Fragen, die die kritischsten Lücken schließen. Fokussiere auf Details, die die Tool-/Methoden-Auswahl stark beeinflussen. -\`\`\`json +FRAGE-QUALITÄT: +- Spezifisch, nicht allgemein (❌ "Mehr Details?" ✅ "Welche Betriebssysteme sind betroffen?") +- Handlungsrelevant (❌ "Wann passierte das?" ✅ "Haben Sie Logs aus der Vorfallzeit verfügbar?") +- Priorisiert nach Wichtigkeit für die forensische Analyse + +ANTWORTFORMAT (NUR JSON): [ - "Frage 1?", - "Frage 2?", - "Frage 3?" + "Spezifische Frage 1?", + "Spezifische Frage 2?", + "Spezifische Frage 3?" ] -\`\`\` -Nutzer-Eingabe: +NUTZER-EINGABE: ${input} `.trim(); } - export const POST: APIRoute = async ({ request }) => { try { const authResult = await withAPIAuth(request, 'ai'); @@ -98,12 +111,12 @@ export const POST: APIRoute = async ({ request }) => { const body = await request.json(); const { input } = body; - if (!input || typeof input !== 'string' || input.length < 20) { - return apiError.badRequest('Input too short for enhancement'); + if (!input || typeof input !== 'string' || input.length < 40) { + return apiError.badRequest('Input too short for enhancement (minimum 40 characters)'); } const sanitizedInput = sanitizeInput(input); - if (sanitizedInput.length < 20) { + if (sanitizedInput.length < 40) { return apiError.badRequest('Input too short after sanitization'); } @@ -111,11 +124,11 @@ export const POST: APIRoute = async ({ request }) => { const taskId = `enhance_${userId}_${Date.now()}_${Math.random().toString(36).substr(2, 4)}`; const aiResponse = await enqueueApiCall(() => - fetch(process.env.AI_API_ENDPOINT + '/v1/chat/completions', { + fetch(`${AI_ENDPOINT}/v1/chat/completions`, { method: 'POST', headers: { 'Content-Type': 'application/json', - 'Authorization': `Bearer ${process.env.AI_API_KEY}` + 'Authorization': `Bearer ${AI_API_KEY}` }, body: JSON.stringify({ model: AI_MODEL, @@ -125,7 +138,7 @@ export const POST: APIRoute = async ({ request }) => { content: systemPrompt } ], - max_tokens: 200, + max_tokens: 300, temperature: 0.7 }) }), taskId); @@ -144,28 +157,32 @@ export const POST: APIRoute = async ({ request }) => { let questions; try { - const cleanedContent = aiContent + const cleanedContent = aiContent .replace(/^```json\s*/i, '') .replace(/\s*```\s*$/, '') .trim(); - questions = JSON.parse(cleanedContent); + questions = JSON.parse(cleanedContent); - if (!Array.isArray(questions) || questions.length === 0) { - throw new Error('Invalid questions format'); + if (!Array.isArray(questions)) { + throw new Error('Response is not an array'); } - // Validate and clean questions + // Enhanced validation and cleaning questions = questions - .filter(q => typeof q === 'string' && q.length > 5 && q.length < 120) - .slice(0, 3); + .filter(q => typeof q === 'string' && q.length > 10 && q.length < 150) // More reasonable length limits + .filter(q => q.includes('?')) // Must be a question + .map(q => q.trim()) + .slice(0, 3); // Max 3 questions + // If no valid questions, return empty array (means input is complete) if (questions.length === 0) { - throw new Error('No valid questions found'); + questions = []; } } catch (error) { console.error('Failed to parse enhancement response:', aiContent); - return apiServerError.unavailable('Invalid enhancement response format'); + // If parsing fails, assume input is complete enough + questions = []; } console.log(`[AI Enhancement] User: ${userId}, Questions: ${questions.length}, Input length: ${sanitizedInput.length}`); @@ -173,7 +190,8 @@ export const POST: APIRoute = async ({ request }) => { return new Response(JSON.stringify({ success: true, questions, - taskId + taskId, + inputComplete: questions.length === 0 // Flag to indicate if input seems complete }), { status: 200, headers: { 'Content-Type': 'application/json' } diff --git a/src/pages/api/ai/query.ts b/src/pages/api/ai/query.ts index c6ce37e..b8124b1 100644 --- a/src/pages/api/ai/query.ts +++ b/src/pages/api/ai/query.ts @@ -1,21 +1,12 @@ // src/pages/api/ai/query.ts import type { APIRoute } from 'astro'; import { withAPIAuth } from '../../../utils/auth.js'; -import { getCompressedToolsDataForAI } from '../../../utils/dataService.js'; import { apiError, apiServerError, createAuthErrorResponse } from '../../../utils/api.js'; import { enqueueApiCall } from '../../../utils/rateLimitedQueue.js'; +import { aiPipeline } from '../../../utils/aiPipeline.js'; export const prerender = false; -function getEnv(key: string): string { - const value = process.env[key]; - if (!value) { - throw new Error(`Missing environment variable: ${key}`); - } - return value; -} - -const AI_MODEL = getEnv('AI_MODEL'); const rateLimitStore = new Map(); const RATE_LIMIT_WINDOW = 60 * 1000; const RATE_LIMIT_MAX = 10; @@ -33,13 +24,6 @@ function sanitizeInput(input: string): string { return sanitized; } -function stripMarkdownJson(content: string): string { - return content - .replace(/^```json\s*/i, '') - .replace(/\s*```\s*$/, '') - .trim(); -} - function checkRateLimit(userId: string): boolean { const now = Date.now(); const userLimit = rateLimitStore.get(userId); @@ -68,209 +52,6 @@ function cleanupExpiredRateLimits() { setInterval(cleanupExpiredRateLimits, 5 * 60 * 1000); -async function loadToolsDatabase() { - try { - return await getCompressedToolsDataForAI(); - } catch (error) { - console.error('Failed to load tools database:', error); - throw new Error('Database unavailable'); - } -} - -function createWorkflowSystemPrompt(toolsData: any): string { - const toolsList = toolsData.tools.map((tool: any) => ({ - name: tool.name, - description: tool.description, - domains: tool.domains, - phases: tool.phases, - domainAgnostic: tool['domain-agnostic-software'], - platforms: tool.platforms, - skillLevel: tool.skillLevel, - license: tool.license, - tags: tool.tags, - related_concepts: tool.related_concepts || [] - })); - - const conceptsList = toolsData.concepts.map((concept: any) => ({ - name: concept.name, - description: concept.description, - domains: concept.domains, - phases: concept.phases, - skillLevel: concept.skillLevel, - tags: concept.tags - })); - - const regularPhases = toolsData.phases || []; - - const domainAgnosticSoftware = toolsData['domain-agnostic-software'] || []; - - const allPhaseItems = [ - ...regularPhases, - ...domainAgnosticSoftware - ]; - - const phasesDescription = allPhaseItems.map((phase: any) => - `- ${phase.id}: ${phase.name}` - ).join('\n'); - - const domainsDescription = toolsData.domains.map((domain: any) => - `- ${domain.id}: ${domain.name}` - ).join('\n'); - - const phaseDescriptions = regularPhases.map((phase: any) => - `- ${phase.name}: ${phase.description || 'Tools/Methods for this phase'}` - ).join('\n'); - - const domainAgnosticDescriptions = domainAgnosticSoftware.map((section: any) => - `- ${section.name}: ${section.description || 'Cross-cutting software and platforms'}` - ).join('\n'); - - const validPhases = [ - ...regularPhases.map((p: any) => p.id), - ...domainAgnosticSoftware.map((s: any) => s.id) - ].join('|'); - - return `Du bist ein DFIR (Digital Forensics and Incident Response) Experte, der Ermittlern bei der Auswahl von Software und Methoden hilft. - -VERFÜGBARE TOOLS/METHODEN: -${JSON.stringify(toolsList, null, 2)} - -VERFÜGBARE HINTERGRUNDWISSEN-KONZEPTE: -${JSON.stringify(conceptsList, null, 2)} - -UNTERSUCHUNGSPHASEN (NIST Framework): -${phasesDescription} - -FORENSISCHE DOMÄNEN: -${domainsDescription} - -WICHTIGE REGELN: -1. Pro Phase 2-3 Tools/Methoden empfehlen (immer mindestens 2 wenn verfügbar) -2. Tools/Methoden können in MEHREREN Phasen empfohlen werden wenn sinnvoll - versuche ein Tool/Methode für jede Phase zu empfehlen, selbst wenn die Priorität "low" ist. -3. Für Reporting-Phase: Visualisierungs- und Dokumentationssoftware einschließen -4. Gib stets dem spezieller für den Fall geeigneten Werkzeug den Vorzug. -5. Deutsche Antworten für deutsche Anfragen, English for English queries -6. Methoden haben, sofern für das SZENARIO passend, IMMER Vorrang vor Software. -7. Bevorzuge alles, was nicht proprietär ist (license != "Proprietary"), aber erkenne an, wenn proprietäre Software besser geeignet ist. -8. WICHTIG: Erwähne relevante Hintergrundwissen-Konzepte wenn Tools verwendet werden, die related_concepts haben -9. Konzepte sind NICHT Tools - empfehle sie nicht als actionable Schritte, sondern als Wissensbasis - -ENHANCED CONTEXTUAL ANALYSIS: -10. Analysiere das Szenario detailliert und identifiziere Schlüsselelemente, Bedrohungen und forensische Herausforderungen -11. Entwickle einen strategischen Untersuchungsansatz basierend auf dem spezifischen Szenario -12. Identifiziere zeitkritische oder besonders wichtige Faktoren für diesen Fall - -SOFTWARE/METHODEN-AUSWAHL NACH PHASE: -${phaseDescriptions} - -DOMÄNENAGNOSTISCHE SOFTWARE/METHODEN: -${domainAgnosticDescriptions} - -ANTWORT-FORMAT (strict JSON): -{ - "scenario_analysis": "Detaillierte Analyse des Szenarios: Erkannte Schlüsselelemente, Art des Vorfalls, betroffene Systeme, potentielle Bedrohungen und forensische Herausforderungen", - "investigation_approach": "Strategischer Untersuchungsansatz für dieses spezifische Szenario: Prioritäten, Reihenfolge der Phasen, besondere Überlegungen", - "critical_considerations": "Zeitkritische Faktoren, wichtige Sicherheitsaspekte oder besondere Vorsichtsmaßnahmen für diesen Fall", - "recommended_tools": [ - { - "name": "EXAKTER Name aus der Tools-Database", - "priority": "high|medium|low", - "phase": "${validPhases}", - "justification": "Warum diese Methode für diese Phase und dieses spezifische Szenario geeignet ist - mit Bezug zu den erkannten Schlüsselelementen" - } - ], - "workflow_suggestion": "Vorgeschlagener Untersuchungsablauf mit konkreten Schritten für dieses Szenario", - "background_knowledge": [ - { - "concept_name": "EXAKTER Name aus der Konzepte-Database", - "relevance": "Warum dieses Konzept für das Szenario relevant ist, und bei welchen der empfohlenen Methoden/Tools." - } - ], - "additional_notes": "Wichtige Überlegungen und Hinweise" -} - -Antworte NUR mit validen JSON. Keine zusätzlichen Erklärungen außerhalb des JSON.`; -} - -function createToolSystemPrompt(toolsData: any): string { - const toolsList = toolsData.tools.map((tool: any) => ({ - name: tool.name, - description: tool.description, - domains: tool.domains, - phases: tool.phases, - platforms: tool.platforms, - skillLevel: tool.skillLevel, - license: tool.license, - tags: tool.tags, - url: tool.url, - projectUrl: tool.projectUrl, - related_concepts: tool.related_concepts || [] - })); - - const conceptsList = toolsData.concepts.map((concept: any) => ({ - name: concept.name, - description: concept.description, - domains: concept.domains, - phases: concept.phases, - skillLevel: concept.skillLevel, - tags: concept.tags - })); - - return `Du bist ein DFIR (Digital Forensics and Incident Response) Experte, der bei der Auswahl spezifischer Software/Methoden für konkrete Probleme hilft. - -VERFÜGBARE TOOLS/METHODEN: -${JSON.stringify(toolsList, null, 2)} - -VERFÜGBARE HINTERGRUNDWISSEN-KONZEPTE: -${JSON.stringify(conceptsList, null, 2)} - -WICHTIGE REGELN: -1. Analysiere das spezifische Problem/die Anforderung sorgfältig -2. Empfehle 1-3 Methoden/Tools, sortiert nach Eignung (beste Empfehlung zuerst) -3. Gib detaillierte Erklärungen, WARUM und WIE jede Methode/Tool das Problem löst -4. Berücksichtige praktische Aspekte: Skill Level, Plattformen, Verfügbarkeit -5. Deutsche Antworten für deutsche Anfragen, English for English queries -6. Gib konkrete Anwendungshinweise, nicht nur allgemeine Beschreibungen - Methoden haben, sofern für das SZENARIO passend, IMMER Vorrang vor Software. -7. Erwähne sowohl Stärken als auch Schwächen/Limitationen -8. Schlage alternative Ansätze vor, wenn sinnvoll -9. Gib grundsätzliche Hinweise, WIE die Methode/Tool konkret eingesetzt wird -10. WICHTIG: Erwähne relevante Hintergrundwissen-Konzepte wenn Tools verwendet werden, die related_concepts haben -11. Konzepte sind NICHT Tools - empfehle sie nicht als actionable Schritte, sondern als Wissensbasis - -ENHANCED CONTEXTUAL ANALYSIS: -12. Analysiere das Problem detailliert und identifiziere technische Anforderungen, Herausforderungen und Erfolgsfaktoren -13. Entwickle einen strategischen Lösungsansatz basierend auf dem spezifischen Problem -14. Identifiziere wichtige Voraussetzungen oder Warnungen für die Anwendung - -ANTWORT-FORMAT (strict JSON): -{ - "problem_analysis": "Detaillierte Analyse des Problems: Erkannte technische Anforderungen, Herausforderungen, benötigte Fähigkeiten und Erfolgsfaktoren", - "investigation_approach": "Strategischer Lösungsansatz für dieses spezifische Problem: Herangehensweise, Prioritäten, optimale Anwendungsreihenfolge", - "critical_considerations": "Wichtige Voraussetzungen, potentielle Fallstricke oder Warnungen für die Anwendung der empfohlenen Lösungen", - "recommended_tools": [ - { - "name": "EXAKTER Name aus der Tools-Database", - "rank": 1, - "suitability_score": "high|medium|low", - "detailed_explanation": "Detaillierte Erklärung, warum dieses Tool/diese Methode das spezifische Problem löst - mit Bezug zu den erkannten Anforderungen", - "implementation_approach": "Konkrete Schritte/Ansatz zur Anwendung für dieses spezifische Problem", - "pros": ["Spezifische Vorteile für diesen Anwendungsfall", "Weitere Vorteile"], - "cons": ["Potentielle Nachteile oder Limitationen", "Weitere Einschränkungen"], - "alternatives": "Alternative Ansätze oder ergänzende Tools/Methoden, falls relevant" - } - ], - "background_knowledge": [ - { - "concept_name": "EXAKTER Name aus der Konzepte-Database", - "relevance": "Warum dieses Konzept für die empfohlenen Tools/das Problem relevant ist, und für welche der empfohlenen Methoden/Tools." - } - ], - "additional_considerations": "Wichtige Überlegungen, Voraussetzungen oder Warnungen" -} - -Antworte NUR mit validen JSON. Keine zusätzlichen Erklärungen außerhalb des JSON.`; -} - export const POST: APIRoute = async ({ request }) => { try { const authResult = await withAPIAuth(request, 'ai'); @@ -287,7 +68,6 @@ export const POST: APIRoute = async ({ request }) => { const body = await request.json(); const { query, mode = 'workflow', taskId: clientTaskId } = body; - // ADD THIS DEBUG LOGGING console.log(`[AI API] Received request - TaskId: ${clientTaskId}, Mode: ${mode}, Query length: ${query?.length || 0}`); if (!query || typeof query !== 'string') { @@ -306,128 +86,31 @@ export const POST: APIRoute = async ({ request }) => { return apiError.badRequest('Invalid input detected'); } - const toolsData = await loadToolsDatabase(); - - const systemPrompt = mode === 'workflow' - ? createWorkflowSystemPrompt(toolsData) - : createToolSystemPrompt(toolsData); - const taskId = clientTaskId || `ai_${userId}_${Date.now()}_${Math.random().toString(36).substr(2, 6)}`; console.log(`[AI API] About to enqueue task ${taskId}`); - - const aiResponse = await enqueueApiCall(() => - fetch(process.env.AI_API_ENDPOINT + '/v1/chat/completions', { - method: 'POST', - headers: { - 'Content-Type': 'application/json', - 'Authorization': `Bearer ${process.env.AI_API_KEY}` - }, - body: JSON.stringify({ - model: AI_MODEL, - messages: [ - { - role: 'system', - content: systemPrompt - }, - { - role: 'user', - content: sanitizedQuery - } - ], - max_tokens: 3500, - temperature: 0.3 - }) - }) + // Use the new AI pipeline instead of direct API calls + const result = await enqueueApiCall(() => + aiPipeline.processQuery(sanitizedQuery, mode) , taskId); - if (!aiResponse.ok) { - console.error('AI API error:', await aiResponse.text()); - return apiServerError.unavailable('AI service unavailable'); + if (!result || !result.recommendation) { + return apiServerError.unavailable('No response from AI pipeline'); } - const aiData = await aiResponse.json(); - const aiContent = aiData.choices?.[0]?.message?.content; - - if (!aiContent) { - return apiServerError.unavailable('No response from AI'); - } - - let recommendation; - try { - const cleanedContent = stripMarkdownJson(aiContent); - recommendation = JSON.parse(cleanedContent); - } catch (error) { - console.error('Failed to parse AI response:', aiContent); - return apiServerError.unavailable('Invalid AI response format'); - } - - const validToolNames = new Set(toolsData.tools.map((t: any) => t.name)); - const validConceptNames = new Set(toolsData.concepts.map((c: any) => c.name)); - - let validatedRecommendation; - - if (mode === 'workflow') { - validatedRecommendation = { - ...recommendation, - // Ensure all new fields are included with fallbacks - scenario_analysis: recommendation.scenario_analysis || recommendation.problem_analysis || '', - investigation_approach: recommendation.investigation_approach || '', - critical_considerations: recommendation.critical_considerations || '', - recommended_tools: recommendation.recommended_tools?.filter((tool: any) => { - if (!validToolNames.has(tool.name)) { - console.warn(`AI recommended unknown tool: ${tool.name}`); - return false; - } - return true; - }) || [], - background_knowledge: recommendation.background_knowledge?.filter((concept: any) => { - if (!validConceptNames.has(concept.concept_name)) { - console.warn(`AI referenced unknown concept: ${concept.concept_name}`); - return false; - } - return true; - }) || [] - }; - } else { - validatedRecommendation = { - ...recommendation, - // Ensure all new fields are included with fallbacks - problem_analysis: recommendation.problem_analysis || recommendation.scenario_analysis || '', - investigation_approach: recommendation.investigation_approach || '', - critical_considerations: recommendation.critical_considerations || '', - recommended_tools: recommendation.recommended_tools?.filter((tool: any) => { - if (!validToolNames.has(tool.name)) { - console.warn(`AI recommended unknown tool: ${tool.name}`); - return false; - } - return true; - }).map((tool: any, index: number) => ({ - ...tool, - rank: tool.rank || (index + 1), - suitability_score: tool.suitability_score || 'medium', - pros: Array.isArray(tool.pros) ? tool.pros : [], - cons: Array.isArray(tool.cons) ? tool.cons : [] - })) || [], - background_knowledge: recommendation.background_knowledge?.filter((concept: any) => { - if (!validConceptNames.has(concept.concept_name)) { - console.warn(`AI referenced unknown concept: ${concept.concept_name}`); - return false; - } - return true; - }) || [] - }; - } - - console.log(`[AI Query] Mode: ${mode}, User: ${userId}, Query length: ${sanitizedQuery.length}, Tools: ${validatedRecommendation.recommended_tools.length}, Concepts: ${validatedRecommendation.background_knowledge?.length || 0}`); + // Add processing statistics to the response for debugging/monitoring + console.log(`[AI Query] Mode: ${mode}, User: ${userId}, Query length: ${sanitizedQuery.length}`); + console.log(`[AI Query] Processing stats:`, result.processingStats); + console.log(`[AI Query] Tools: ${result.recommendation.recommended_tools?.length || 0}, Concepts: ${result.recommendation.background_knowledge?.length || 0}`); return new Response(JSON.stringify({ success: true, mode, taskId, - recommendation: validatedRecommendation, - query: sanitizedQuery + recommendation: result.recommendation, + query: sanitizedQuery, + processingStats: result.processingStats // Include stats for monitoring }), { status: 200, headers: { 'Content-Type': 'application/json' } @@ -435,6 +118,16 @@ export const POST: APIRoute = async ({ request }) => { } catch (error) { console.error('AI query error:', error); - return apiServerError.internal('Internal server error'); + + // Provide more specific error messages based on error type + if (error.message.includes('embeddings')) { + return apiServerError.unavailable('Embeddings service error - falling back to basic processing'); + } else if (error.message.includes('selector')) { + return apiServerError.unavailable('AI selector service error'); + } else if (error.message.includes('analyzer')) { + return apiServerError.unavailable('AI analyzer service error'); + } else { + return apiServerError.internal('Internal server error'); + } } }; \ No newline at end of file diff --git a/src/utils/aiPipeline.ts b/src/utils/aiPipeline.ts new file mode 100644 index 0000000..b70892f --- /dev/null +++ b/src/utils/aiPipeline.ts @@ -0,0 +1,521 @@ +// src/utils/aiPipeline.ts +import { getCompressedToolsDataForAI } from './dataService.js'; +import { embeddingsService, type EmbeddingData } from './embeddings.js'; + +interface AIConfig { + endpoint: string; + apiKey: string; + model: string; +} + +interface SelectionResult { + selectedTools: string[]; + selectedConcepts: string[]; + reasoning: string; +} + +interface AnalysisResult { + recommendation: any; + processingStats: { + embeddingsUsed: boolean; + candidatesFromEmbeddings: number; + finalSelectedItems: number; + processingTimeMs: number; + }; +} + +class AIProcessingPipeline { + private selectorConfig: AIConfig; + private analyzerConfig: AIConfig; + private maxSelectedItems: number; + private embeddingCandidates: number; + private similarityThreshold: number; + + constructor() { + this.selectorConfig = { + endpoint: this.getEnv('AI_SELECTOR_ENDPOINT'), + apiKey: this.getEnv('AI_SELECTOR_API_KEY'), + model: this.getEnv('AI_SELECTOR_MODEL') + }; + + this.analyzerConfig = { + endpoint: this.getEnv('AI_ANALYZER_ENDPOINT'), + apiKey: this.getEnv('AI_ANALYZER_API_KEY'), + model: this.getEnv('AI_ANALYZER_MODEL') + }; + + this.maxSelectedItems = parseInt(process.env.AI_MAX_SELECTED_ITEMS || '15', 10); + this.embeddingCandidates = parseInt(process.env.AI_EMBEDDING_CANDIDATES || '30', 10); + this.similarityThreshold = parseFloat(process.env.AI_SIMILARITY_THRESHOLD || '0.3'); + } + + private getEnv(key: string): string { + const value = process.env[key]; + if (!value) { + throw new Error(`Missing environment variable: ${key}`); + } + return value; + } + + private async callAI(config: AIConfig, messages: any[], maxTokens: number = 1000): Promise { + const response = await fetch(`${config.endpoint}/v1/chat/completions`, { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + 'Authorization': `Bearer ${config.apiKey}` + }, + body: JSON.stringify({ + model: config.model, + messages, + max_tokens: maxTokens, + temperature: 0.3 + }) + }); + + if (!response.ok) { + const errorText = await response.text(); + throw new Error(`AI API error (${config.model}): ${response.status} - ${errorText}`); + } + + const data = await response.json(); + const content = data.choices?.[0]?.message?.content; + + if (!content) { + throw new Error(`No response from AI model: ${config.model}`); + } + + return content; + } + + private createSelectorPrompt(toolsData: any, userQuery: string, mode: string): string { + const toolsList = toolsData.tools.map((tool: any) => ({ + name: tool.name, + type: tool.type, + description: tool.description.slice(0, 200) + '...', + domains: tool.domains, + phases: tool.phases, + tags: tool.tags?.slice(0, 5) || [], + skillLevel: tool.skillLevel + })); + + const conceptsList = toolsData.concepts.map((concept: any) => ({ + name: concept.name, + type: 'concept', + description: concept.description.slice(0, 200) + '...', + domains: concept.domains, + phases: concept.phases, + tags: concept.tags?.slice(0, 5) || [] + })); + + const modeInstruction = mode === 'workflow' + ? 'The user wants a COMPREHENSIVE WORKFLOW with multiple tools/methods across different phases.' + : 'The user wants SPECIFIC TOOLS/METHODS that directly solve their particular problem.'; + + return `You are a DFIR expert tasked with selecting the most relevant tools and concepts for a user query. + +${modeInstruction} + +AVAILABLE TOOLS: +${JSON.stringify(toolsList, null, 2)} + +AVAILABLE CONCEPTS: +${JSON.stringify(conceptsList, null, 2)} + +USER QUERY: "${userQuery}" + +Select the most relevant items (max ${this.maxSelectedItems} total). For workflow mode, prioritize breadth across phases. For tool mode, prioritize specificity and direct relevance. + +Respond with ONLY this JSON format: +{ + "selectedTools": ["Tool Name 1", "Tool Name 2", ...], + "selectedConcepts": ["Concept Name 1", "Concept Name 2", ...], + "reasoning": "Brief explanation of selection criteria and approach" +}`; + } + + private async selectRelevantItems(toolsData: any, userQuery: string, mode: string): Promise { + const prompt = this.createSelectorPrompt(toolsData, userQuery, mode); + + const messages = [ + { role: 'user', content: prompt } + ]; + + const response = await this.callAI(this.selectorConfig, messages, 1500); + + try { + const cleaned = response.replace(/^```json\s*/i, '').replace(/\s*```\s*$/g, '').trim(); + const result = JSON.parse(cleaned); + + // Validate the structure + if (!Array.isArray(result.selectedTools) || !Array.isArray(result.selectedConcepts)) { + throw new Error('Invalid selection result structure'); + } + + // Limit selections + const totalSelected = result.selectedTools.length + result.selectedConcepts.length; + if (totalSelected > this.maxSelectedItems) { + console.warn(`[AI PIPELINE] Selection exceeded limit (${totalSelected}), truncating`); + result.selectedTools = result.selectedTools.slice(0, Math.floor(this.maxSelectedItems * 0.8)); + result.selectedConcepts = result.selectedConcepts.slice(0, Math.ceil(this.maxSelectedItems * 0.2)); + } + + return result; + } catch (error) { + console.error('[AI PIPELINE] Failed to parse selector response:', response); + throw new Error('Invalid JSON response from selector AI'); + } + } + + private filterDataBySelection(toolsData: any, selection: SelectionResult): any { + const selectedToolNames = new Set(selection.selectedTools); + const selectedConceptNames = new Set(selection.selectedConcepts); + + return { + tools: toolsData.tools.filter((tool: any) => selectedToolNames.has(tool.name)), + concepts: toolsData.concepts.filter((concept: any) => selectedConceptNames.has(concept.name)), + domains: toolsData.domains, + phases: toolsData.phases, + 'domain-agnostic-software': toolsData['domain-agnostic-software'] + }; + } + + private async processWithEmbeddings(userQuery: string, toolsData: any, mode: string): Promise<{ filteredData: any; stats: any }> { + console.log('[AI PIPELINE] Using embeddings for initial filtering'); + + const similarItems = await embeddingsService.findSimilar( + userQuery, + this.embeddingCandidates, + this.similarityThreshold + ); + + if (similarItems.length === 0) { + console.log('[AI PIPELINE] No similar items found with embeddings, using full dataset'); + return { + filteredData: toolsData, + stats: { embeddingsUsed: true, candidatesFromEmbeddings: 0, fallbackToFull: true } + }; + } + + // Create filtered dataset from embedding results + const similarToolNames = new Set(); + const similarConceptNames = new Set(); + + similarItems.forEach(item => { + if (item.type === 'tool') { + similarToolNames.add(item.name); + } else if (item.type === 'concept') { + similarConceptNames.add(item.name); + } + }); + + const embeddingFilteredData = { + tools: toolsData.tools.filter((tool: any) => similarToolNames.has(tool.name)), + concepts: toolsData.concepts.filter((concept: any) => similarConceptNames.has(concept.name)), + domains: toolsData.domains, + phases: toolsData.phases, + 'domain-agnostic-software': toolsData['domain-agnostic-software'] + }; + + console.log(`[AI PIPELINE] Embeddings filtered to ${embeddingFilteredData.tools.length} tools, ${embeddingFilteredData.concepts.length} concepts`); + + return { + filteredData: embeddingFilteredData, + stats: { embeddingsUsed: true, candidatesFromEmbeddings: similarItems.length } + }; + } + + private async processWithoutEmbeddings(userQuery: string, toolsData: any, mode: string): Promise<{ filteredData: any; stats: any }> { + console.log('[AI PIPELINE] Processing without embeddings - using selector AI'); + + const selection = await this.selectRelevantItems(toolsData, userQuery, mode); + const filteredData = this.filterDataBySelection(toolsData, selection); + + console.log(`[AI PIPELINE] Selector chose ${selection.selectedTools.length} tools, ${selection.selectedConcepts.length} concepts`); + console.log(`[AI PIPELINE] Selection reasoning: ${selection.reasoning}`); + + return { + filteredData, + stats: { embeddingsUsed: false, candidatesFromEmbeddings: 0, selectorReasoning: selection.reasoning } + }; + } + + private createAnalyzerPrompt(filteredData: any, userQuery: string, mode: string): string { + // Use existing prompt creation logic but with filtered data + if (mode === 'workflow') { + return this.createWorkflowAnalyzerPrompt(filteredData, userQuery); + } else { + return this.createToolAnalyzerPrompt(filteredData, userQuery); + } + } + + private createWorkflowAnalyzerPrompt(toolsData: any, userQuery: string): string { + const toolsList = toolsData.tools.map((tool: any) => ({ + name: tool.name, + description: tool.description, + domains: tool.domains, + phases: tool.phases, + domainAgnostic: tool['domain-agnostic-software'], + platforms: tool.platforms, + skillLevel: tool.skillLevel, + license: tool.license, + tags: tool.tags, + related_concepts: tool.related_concepts || [] + })); + + const conceptsList = toolsData.concepts.map((concept: any) => ({ + name: concept.name, + description: concept.description, + domains: concept.domains, + phases: concept.phases, + skillLevel: concept.skillLevel, + tags: concept.tags + })); + + const regularPhases = toolsData.phases || []; + const domainAgnosticSoftware = toolsData['domain-agnostic-software'] || []; + const allPhaseItems = [...regularPhases, ...domainAgnosticSoftware]; + + const phasesDescription = allPhaseItems.map((phase: any) => + `- ${phase.id}: ${phase.name}` + ).join('\n'); + + const domainsDescription = toolsData.domains.map((domain: any) => + `- ${domain.id}: ${domain.name}` + ).join('\n'); + + const validPhases = [...regularPhases.map((p: any) => p.id), ...domainAgnosticSoftware.map((s: any) => s.id)].join('|'); + + return `Du bist ein DFIR (Digital Forensics and Incident Response) Experte. Du erhältst eine vorgefilterte Auswahl relevanter Tools und Konzepte und sollst daraus eine optimale Empfehlung erstellen. + +VERFÜGBARE TOOLS/METHODEN (VORGEFILTERT): +${JSON.stringify(toolsList, null, 2)} + +VERFÜGBARE KONZEPTE (VORGEFILTERT): +${JSON.stringify(conceptsList, null, 2)} + +UNTERSUCHUNGSPHASEN: +${phasesDescription} + +FORENSISCHE DOMÄNEN: +${domainsDescription} + +WICHTIGE REGELN: +1. Pro Phase 2-3 Tools/Methoden empfehlen (immer mindestens 2 wenn verfügbar) +2. Tools/Methoden können in MEHREREN Phasen empfohlen werden wenn sinnvoll +3. Für Reporting-Phase: Visualisierungs- und Dokumentationssoftware einschließen +4. Gib stets dem spezieller für den Fall geeigneten Werkzeug den Vorzug +5. Deutsche Antworten für deutsche Anfragen, English for English queries +6. Methoden haben, sofern für das SZENARIO passend, IMMER Vorrang vor Software +7. Bevorzuge alles, was nicht proprietär ist (license != "Proprietary"), aber erkenne an, wenn proprietäre Software besser geeignet ist +8. WICHTIG: Erwähne relevante Hintergrundwissen-Konzepte wenn Tools verwendet werden, die related_concepts haben +9. Konzepte sind NICHT Tools - empfehle sie nicht als actionable Schritte, sondern als Wissensbasis + +ENHANCED CONTEXTUAL ANALYSIS: +10. Analysiere das Szenario detailliert und identifiziere Schlüsselelemente, Bedrohungen und forensische Herausforderungen +11. Entwickle einen strategischen Untersuchungsansatz basierend auf dem spezifischen Szenario +12. Identifiziere zeitkritische oder besonders wichtige Faktoren für diesen Fall + +USER QUERY: "${userQuery}" + +ANTWORT-FORMAT (strict JSON): +{ + "scenario_analysis": "Detaillierte Analyse des Szenarios: Erkannte Schlüsselelemente, Art des Vorfalls, betroffene Systeme, potentielle Bedrohungen und forensische Herausforderungen", + "investigation_approach": "Strategischer Untersuchungsansatz für dieses spezifische Szenario: Prioritäten, Reihenfolge der Phasen, besondere Überlegungen", + "critical_considerations": "Zeitkritische Faktoren, wichtige Sicherheitsaspekte oder besondere Vorsichtsmaßnahmen für diesen Fall", + "recommended_tools": [ + { + "name": "EXAKTER Name aus der Tools-Database", + "priority": "high|medium|low", + "phase": "${validPhases}", + "justification": "Warum diese Methode für diese Phase und dieses spezifische Szenario geeignet ist - mit Bezug zu den erkannten Schlüsselelementen" + } + ], + "workflow_suggestion": "Vorgeschlagener Untersuchungsablauf mit konkreten Schritten für dieses Szenario", + "background_knowledge": [ + { + "concept_name": "EXAKTER Name aus der Konzepte-Database", + "relevance": "Warum dieses Konzept für das Szenario relevant ist, und bei welchen der empfohlenen Methoden/Tools." + } + ], + "additional_notes": "Wichtige Überlegungen und Hinweise" +} + +Antworte NUR mit validen JSON. Keine zusätzlichen Erklärungen außerhalb des JSON.`; + } + + private createToolAnalyzerPrompt(toolsData: any, userQuery: string): string { + const toolsList = toolsData.tools.map((tool: any) => ({ + name: tool.name, + description: tool.description, + domains: tool.domains, + phases: tool.phases, + platforms: tool.platforms, + skillLevel: tool.skillLevel, + license: tool.license, + tags: tool.tags, + url: tool.url, + projectUrl: tool.projectUrl, + related_concepts: tool.related_concepts || [] + })); + + const conceptsList = toolsData.concepts.map((concept: any) => ({ + name: concept.name, + description: concept.description, + domains: concept.domains, + phases: concept.phases, + skillLevel: concept.skillLevel, + tags: concept.tags + })); + + return `Du bist ein DFIR (Digital Forensics and Incident Response) Experte. Du erhältst eine vorgefilterte Auswahl relevanter Tools und Konzepte und sollst daraus 1-3 optimale Empfehlungen für ein spezifisches Problem erstellen. + +VERFÜGBARE TOOLS/METHODEN (VORGEFILTERT): +${JSON.stringify(toolsList, null, 2)} + +VERFÜGBARE KONZEPTE (VORGEFILTERT): +${JSON.stringify(conceptsList, null, 2)} + +WICHTIGE REGELN: +1. Analysiere das spezifische Problem/die Anforderung sorgfältig +2. Empfehle 1-3 Methoden/Tools, sortiert nach Eignung (beste Empfehlung zuerst) +3. Gib detaillierte Erklärungen, WARUM und WIE jede Methode/Tool das Problem löst +4. Berücksichtige praktische Aspekte: Skill Level, Plattformen, Verfügbarkeit +5. Deutsche Antworten für deutsche Anfragen, English for English queries +6. Gib konkrete Anwendungshinweise, nicht nur allgemeine Beschreibungen +7. Methoden haben, sofern für das SZENARIO passend, IMMER Vorrang vor Software +8. Erwähne sowohl Stärken als auch Schwächen/Limitationen +9. Schlage alternative Ansätze vor, wenn sinnvoll +10. Gib grundsätzliche Hinweise, WIE die Methode/Tool konkret eingesetzt wird +11. WICHTIG: Erwähne relevante Hintergrundwissen-Konzepte wenn Tools verwendet werden, die related_concepts haben +12. Konzepte sind NICHT Tools - empfehle sie nicht als actionable Schritte, sondern als Wissensbasis + +ENHANCED CONTEXTUAL ANALYSIS: +13. Analysiere das Problem detailliert und identifiziere technische Anforderungen, Herausforderungen und Erfolgsfaktoren +14. Entwickle einen strategischen Lösungsansatz basierend auf dem spezifischen Problem +15. Identifiziere wichtige Voraussetzungen oder Warnungen für die Anwendung + +USER QUERY: "${userQuery}" + +ANTWORT-FORMAT (strict JSON): +{ + "problem_analysis": "Detaillierte Analyse des Problems: Erkannte technische Anforderungen, Herausforderungen, benötigte Fähigkeiten und Erfolgsfaktoren", + "investigation_approach": "Strategischer Lösungsansatz für dieses spezifische Problem: Herangehensweise, Prioritäten, optimale Anwendungsreihenfolge", + "critical_considerations": "Wichtige Voraussetzungen, potentielle Fallstricke oder Warnungen für die Anwendung der empfohlenen Lösungen", + "recommended_tools": [ + { + "name": "EXAKTER Name aus der Tools-Database", + "rank": 1, + "suitability_score": "high|medium|low", + "detailed_explanation": "Detaillierte Erklärung, warum dieses Tool/diese Methode das spezifische Problem löst - mit Bezug zu den erkannten Anforderungen", + "implementation_approach": "Konkrete Schritte/Ansatz zur Anwendung für dieses spezifische Problem", + "pros": ["Spezifische Vorteile für diesen Anwendungsfall", "Weitere Vorteile"], + "cons": ["Potentielle Nachteile oder Limitationen", "Weitere Einschränkungen"], + "alternatives": "Alternative Ansätze oder ergänzende Tools/Methoden, falls relevant" + } + ], + "background_knowledge": [ + { + "concept_name": "EXAKTER Name aus der Konzepte-Database", + "relevance": "Warum dieses Konzept für die empfohlenen Tools/das Problem relevant ist, und für welche der empfohlenen Methoden/Tools." + } + ], + "additional_considerations": "Wichtige Überlegungen, Voraussetzungen oder Warnungen" +} + +Antworte NUR mit validen JSON. Keine zusätzlichen Erklärungen außerhalb des JSON.`; + } + + async processQuery(userQuery: string, mode: string): Promise { + const startTime = Date.now(); + console.log(`[AI PIPELINE] Starting ${mode} query processing`); + + try { + // Load full dataset + const toolsData = await getCompressedToolsDataForAI(); + + let filteredData: any; + let processingStats: any = { + embeddingsUsed: false, + candidatesFromEmbeddings: 0, + finalSelectedItems: 0, + processingTimeMs: 0 + }; + + // Stage 1: Filter candidates (embeddings or selector AI) + if (embeddingsService.isEnabled()) { + const result = await this.processWithEmbeddings(userQuery, toolsData, mode); + filteredData = result.filteredData; + processingStats = { ...processingStats, ...result.stats }; + } else { + const result = await this.processWithoutEmbeddings(userQuery, toolsData, mode); + filteredData = result.filteredData; + processingStats = { ...processingStats, ...result.stats }; + } + + // Stage 2: Generate detailed analysis with analyzer AI + console.log('[AI PIPELINE] Stage 2: Generating detailed analysis'); + const analyzerPrompt = this.createAnalyzerPrompt(filteredData, userQuery, mode); + + const messages = [ + { role: 'user', content: analyzerPrompt } + ]; + + const analysisResponse = await this.callAI(this.analyzerConfig, messages, 3500); + + // Parse the response + let recommendation; + try { + const cleanedContent = analysisResponse.replace(/^```json\s*/i, '').replace(/\s*```\s*$/g, '').trim(); + recommendation = JSON.parse(cleanedContent); + } catch (error) { + console.error('[AI PIPELINE] Failed to parse analysis response:', analysisResponse); + throw new Error('Invalid JSON response from analyzer AI'); + } + + // Validate tool/concept names exist in filtered data + const validToolNames = new Set(filteredData.tools.map((t: any) => t.name)); + const validConceptNames = new Set(filteredData.concepts.map((c: any) => c.name)); + + if (recommendation.recommended_tools) { + recommendation.recommended_tools = recommendation.recommended_tools.filter((tool: any) => { + if (!validToolNames.has(tool.name)) { + console.warn(`[AI PIPELINE] Analyzer recommended unknown tool: ${tool.name}`); + return false; + } + return true; + }); + } + + if (recommendation.background_knowledge) { + recommendation.background_knowledge = recommendation.background_knowledge.filter((concept: any) => { + if (!validConceptNames.has(concept.concept_name)) { + console.warn(`[AI PIPELINE] Analyzer referenced unknown concept: ${concept.concept_name}`); + return false; + } + return true; + }); + } + + processingStats.finalSelectedItems = (recommendation.recommended_tools?.length || 0) + + (recommendation.background_knowledge?.length || 0); + processingStats.processingTimeMs = Date.now() - startTime; + + console.log(`[AI PIPELINE] Completed in ${processingStats.processingTimeMs}ms`); + console.log(`[AI PIPELINE] Final recommendations: ${recommendation.recommended_tools?.length || 0} tools, ${recommendation.background_knowledge?.length || 0} concepts`); + + return { + recommendation, + processingStats + }; + + } catch (error) { + console.error('[AI PIPELINE] Processing failed:', error); + throw error; + } + } +} + +// Global instance +const aiPipeline = new AIProcessingPipeline(); + +export { aiPipeline, type AnalysisResult }; \ No newline at end of file diff --git a/src/utils/dataService.ts b/src/utils/dataService.ts index d19059a..8f87339 100644 --- a/src/utils/dataService.ts +++ b/src/utils/dataService.ts @@ -21,7 +21,7 @@ const ToolSchema = z.object({ accessType: z.string().optional().nullable(), 'domain-agnostic-software': z.array(z.string()).optional().nullable(), related_concepts: z.array(z.string()).optional().nullable().default([]), - related_software: z.array(z.string()).optional().nullable().default([]), // Added this line + related_software: z.array(z.string()).optional().nullable().default([]), }); const ToolsDataSchema = z.object({ @@ -67,6 +67,7 @@ let cachedData: ToolsData | null = null; let cachedRandomizedData: ToolsData | null = null; let cachedCompressedData: CompressedToolsData | null = null; let lastRandomizationDate: string | null = null; +let dataVersion: string | null = null; // Add version tracking for embeddings function seededRandom(seed: number): () => number { let x = Math.sin(seed) * 10000; @@ -91,6 +92,18 @@ function shuffleArray(array: T[], randomFn: () => number): T[] { return shuffled; } +// Generate a simple hash of the data for version tracking +function generateDataVersion(data: any): string { + const str = JSON.stringify(data, Object.keys(data).sort()); + let hash = 0; + for (let i = 0; i < str.length; i++) { + const char = str.charCodeAt(i); + hash = ((hash << 5) - hash) + char; + hash = hash & hash; // Convert to 32-bit integer + } + return Math.abs(hash).toString(36); +} + async function loadRawData(): Promise { if (!cachedData) { const yamlPath = path.join(process.cwd(), 'src/data/tools.yaml'); @@ -99,6 +112,11 @@ async function loadRawData(): Promise { try { cachedData = ToolsDataSchema.parse(rawData); + + // Generate data version for embeddings tracking + dataVersion = generateDataVersion(cachedData); + console.log(`[DATA SERVICE] Loaded data version: ${dataVersion}`); + } catch (error) { console.error('YAML validation failed:', error); throw new Error('Invalid tools.yaml structure'); @@ -124,6 +142,7 @@ export async function getToolsData(): Promise { lastRandomizationDate = today; + // Clear compressed cache when randomized data changes cachedCompressedData = null; } @@ -156,14 +175,23 @@ export async function getCompressedToolsDataForAI(): Promise { + if (!this.enabled) { + console.log('[EMBEDDINGS] Embeddings disabled, skipping initialization'); + return; + } + + try { + console.log('[EMBEDDINGS] Initializing embeddings system...'); + + // Create data directory if it doesn't exist + await fs.mkdir(path.dirname(this.embeddingsPath), { recursive: true }); + + const toolsData = await getCompressedToolsDataForAI(); + const currentDataHash = this.hashData(toolsData); + + // Try to load existing embeddings + const existingEmbeddings = await this.loadEmbeddings(); + + if (existingEmbeddings && existingEmbeddings.version === currentDataHash) { + console.log('[EMBEDDINGS] Using cached embeddings'); + this.embeddings = existingEmbeddings.embeddings; + } else { + console.log('[EMBEDDINGS] Generating new embeddings...'); + await this.generateEmbeddings(toolsData, currentDataHash); + } + + this.isInitialized = true; + console.log(`[EMBEDDINGS] Initialized with ${this.embeddings.length} embeddings`); + + } catch (error) { + console.error('[EMBEDDINGS] Failed to initialize:', error); + this.isInitialized = false; + } + } + + private hashData(data: any): string { + return Buffer.from(JSON.stringify(data)).toString('base64').slice(0, 32); + } + + private async loadEmbeddings(): Promise { + try { + const data = await fs.readFile(this.embeddingsPath, 'utf8'); + return JSON.parse(data); + } catch (error) { + console.log('[EMBEDDINGS] No existing embeddings found'); + return null; + } + } + + private async saveEmbeddings(version: string): Promise { + const database: EmbeddingsDatabase = { + version, + lastUpdated: Date.now(), + embeddings: this.embeddings + }; + + await fs.writeFile(this.embeddingsPath, JSON.stringify(database, null, 2)); + console.log(`[EMBEDDINGS] Saved ${this.embeddings.length} embeddings to disk`); + } + + private createContentString(item: any): string { + const parts = [ + item.name, + item.description || '', + ...(item.tags || []), + ...(item.domains || []), + ...(item.phases || []) + ]; + + return parts.filter(Boolean).join(' ').toLowerCase(); + } + + private async generateEmbeddingsBatch(contents: string[]): Promise { + const endpoint = process.env.AI_EMBEDDINGS_ENDPOINT; + const apiKey = process.env.AI_EMBEDDINGS_API_KEY; + const model = process.env.AI_EMBEDDINGS_MODEL; + + if (!endpoint || !apiKey || !model) { + throw new Error('Missing embeddings API configuration'); + } + + const response = await fetch(endpoint, { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + 'Authorization': `Bearer ${apiKey}` + }, + body: JSON.stringify({ + model, + input: contents + }) + }); + + if (!response.ok) { + const error = await response.text(); + throw new Error(`Embeddings API error: ${response.status} - ${error}`); + } + + const data = await response.json(); + return data.data.map((item: any) => item.embedding); + } + + private async generateEmbeddings(toolsData: any, version: string): Promise { + const allItems = [ + ...toolsData.tools.map((tool: any) => ({ ...tool, type: 'tool' })), + ...toolsData.concepts.map((concept: any) => ({ ...concept, type: 'concept' })) + ]; + + const contents = allItems.map(item => this.createContentString(item)); + this.embeddings = []; + + // Process in batches to respect rate limits + for (let i = 0; i < contents.length; i += this.batchSize) { + const batch = contents.slice(i, i + this.batchSize); + const batchItems = allItems.slice(i, i + this.batchSize); + + console.log(`[EMBEDDINGS] Processing batch ${Math.ceil((i + 1) / this.batchSize)} of ${Math.ceil(contents.length / this.batchSize)}`); + + try { + const embeddings = await this.generateEmbeddingsBatch(batch); + + embeddings.forEach((embedding, index) => { + const item = batchItems[index]; + this.embeddings.push({ + id: `${item.type}_${item.name.replace(/[^a-zA-Z0-9]/g, '_')}`, + type: item.type, + name: item.name, + content: batch[index], + embedding, + metadata: { + domains: item.domains, + phases: item.phases, + tags: item.tags, + skillLevel: item.skillLevel, + type: item.type + } + }); + }); + + // Rate limiting delay between batches + if (i + this.batchSize < contents.length) { + await new Promise(resolve => setTimeout(resolve, this.batchDelay)); + } + + } catch (error) { + console.error(`[EMBEDDINGS] Failed to process batch ${Math.ceil((i + 1) / this.batchSize)}:`, error); + throw error; + } + } + + await this.saveEmbeddings(version); + } + + private cosineSimilarity(a: number[], b: number[]): number { + let dotProduct = 0; + let normA = 0; + let normB = 0; + + for (let i = 0; i < a.length; i++) { + dotProduct += a[i] * b[i]; + normA += a[i] * a[i]; + normB += b[i] * b[i]; + } + + return dotProduct / (Math.sqrt(normA) * Math.sqrt(normB)); + } + + async findSimilar(query: string, maxResults: number = 30, threshold: number = 0.3): Promise { + if (!this.enabled || !this.isInitialized || this.embeddings.length === 0) { + return []; + } + + try { + // Generate embedding for query + const queryEmbeddings = await this.generateEmbeddingsBatch([query.toLowerCase()]); + const queryEmbedding = queryEmbeddings[0]; + + // Calculate similarities + const similarities = this.embeddings.map(item => ({ + ...item, + similarity: this.cosineSimilarity(queryEmbedding, item.embedding) + })); + + // Filter by threshold and sort by similarity + return similarities + .filter(item => item.similarity >= threshold) + .sort((a, b) => b.similarity - a.similarity) + .slice(0, maxResults); + + } catch (error) { + console.error('[EMBEDDINGS] Failed to find similar items:', error); + return []; + } + } + + isEnabled(): boolean { + return this.enabled && this.isInitialized; + } + + getStats(): { enabled: boolean; initialized: boolean; count: number } { + return { + enabled: this.enabled, + initialized: this.isInitialized, + count: this.embeddings.length + }; + } +} + +// Global instance +const embeddingsService = new EmbeddingsService(); + +export { embeddingsService, type EmbeddingData }; + +// Auto-initialize on import in server environment +if (typeof window === 'undefined' && process.env.NODE_ENV !== 'test') { + embeddingsService.initialize().catch(error => { + console.error('[EMBEDDINGS] Auto-initialization failed:', error); + }); +} \ No newline at end of file From c96aa70413fca32fd158dfafcc3e62416168685e Mon Sep 17 00:00:00 2001 From: overcuriousity Date: Thu, 31 Jul 2025 19:09:37 +0200 Subject: [PATCH 03/10] small improvement AI result sanitazion --- .astro/data-store.json | 2 +- data/embeddings.json | 197478 +++++++++++------------ src/components/AIQueryInterface.astro | 84 +- 3 files changed, 98788 insertions(+), 98776 deletions(-) diff --git a/.astro/data-store.json b/.astro/data-store.json index c4d4215..e130ac5 100644 --- a/.astro/data-store.json +++ b/.astro/data-store.json @@ -1 +1 @@ -[["Map",1,2,7,8],"meta::meta",["Map",3,4,5,6],"astro-version","5.12.6","astro-config-digest","{\"root\":{},\"srcDir\":{},\"publicDir\":{},\"outDir\":{},\"cacheDir\":{},\"compressHTML\":true,\"base\":\"/\",\"trailingSlash\":\"ignore\",\"output\":\"server\",\"scopedStyleStrategy\":\"attribute\",\"build\":{\"format\":\"directory\",\"client\":{},\"server\":{},\"assets\":\"_astro\",\"serverEntry\":\"entry.mjs\",\"redirects\":true,\"inlineStylesheets\":\"auto\",\"concurrency\":1},\"server\":{\"open\":false,\"host\":true,\"port\":4321,\"streaming\":true,\"allowedHosts\":[]},\"redirects\":{},\"image\":{\"endpoint\":{\"route\":\"/_image\",\"entrypoint\":\"astro/assets/endpoint/node\"},\"service\":{\"entrypoint\":\"astro/assets/services/sharp\",\"config\":{}},\"domains\":[],\"remotePatterns\":[],\"responsiveStyles\":false},\"devToolbar\":{\"enabled\":true},\"markdown\":{\"syntaxHighlight\":{\"type\":\"shiki\",\"excludeLangs\":[\"math\"]},\"shikiConfig\":{\"langs\":[],\"langAlias\":{},\"theme\":\"github-dark\",\"themes\":{},\"wrap\":false,\"transformers\":[]},\"remarkPlugins\":[],\"rehypePlugins\":[],\"remarkRehype\":{},\"gfm\":true,\"smartypants\":true},\"security\":{\"checkOrigin\":true},\"env\":{\"schema\":{},\"validateSecrets\":false},\"experimental\":{\"clientPrerender\":false,\"contentIntellisense\":false,\"headingIdCompat\":false,\"preserveScriptOrder\":false,\"liveContentCollections\":false,\"csp\":false,\"rawEnvValues\":false},\"legacy\":{\"collections\":false},\"session\":{\"driver\":\"fs-lite\",\"options\":{\"base\":\"/var/home/user01/Projekte/forensic-pathways/node_modules/.astro/sessions\"}}}","knowledgebase",["Map",9,10,100,101,174,175,223,224,288,289,535,536],"misp",{"id":9,"data":11,"body":35,"filePath":36,"digest":37,"rendered":38,"legacyId":99},{"title":12,"tool_name":13,"description":14,"last_updated":15,"author":16,"difficulty":17,"categories":18,"tags":24,"sections":31,"review_status":34},"MISP - Plattform für Threat Intelligence Sharing","MISP","Das Rückgrat des modernen Threat-Intelligence-Sharings mit über 40.000 aktiven Instanzen weltweit.",["Date","2025-07-20T00:00:00.000Z"],"Claude 4 Sonnet","intermediate",[19,20,21,22,23],"incident-response","static-investigations","malware-analysis","network-forensics","cloud-forensics",[25,26,27,28,29,30],"web-based","threat-intelligence","api","correlation","ioc-sharing","automation",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":33},true,false,"published","> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\n**MISP (Malware Information Sharing Platform & Threat Sharing)** ist eine freie Open-Source-Plattform zur strukturierten Erfassung, Speicherung, Analyse und gemeinsamen Nutzung von Cyber-Bedrohungsdaten. Mit über 40.000 Instanzen weltweit ist MISP der De-facto-Standard für den Austausch von Indicators of Compromise (IoCs) und Threat Intelligence zwischen CERTs, SOCs, Strafverfolgungsbehörden und anderen sicherheitsrelevanten Organisationen.\n\nDie föderierte Architektur ermöglicht einen kontrollierten, dezentralen Austausch von Informationen über vertrauenswürdige Partner hinweg. Durch Taxonomien, Tags und integrierte APIs ist eine automatische Anreicherung, Korrelation und Verarbeitung von Informationen in SIEMs, Firewalls oder Endpoint-Lösungen möglich.\n\n## Installation\n\n### Voraussetzungen\n\n- **Server-Betriebssystem:** Linux (empfohlen: Debian/Ubuntu)\n- **Abhängigkeiten:** MariaDB/MySQL, PHP, Apache/Nginx, Redis\n- **Ressourcen:** Mindestens 4 GB RAM, SSD empfohlen\n\n### Installationsschritte\n\n```bash\n# Beispiel für Debian/Ubuntu:\nsudo apt update && sudo apt install -y curl gnupg git python3 python3-pip redis-server mariadb-server apache2 php libapache2-mod-php\n\n# MISP klonen\ngit clone https://github.com/MISP/MISP.git /var/www/MISP\n\n# Setup-Skript nutzen\ncd /var/www/MISP && bash INSTALL/INSTALL.debian.sh\n````\n\nWeitere Details: [Offizielle Installationsanleitung](https://misp.github.io/MISP/INSTALL.debian/)\n\n## Konfiguration\n\n### Webserver\n\n* HTTPS aktivieren (Let's Encrypt oder Reverse Proxy)\n* PHP-Konfiguration anpassen (`upload_max_filesize`, `memory_limit`, `post_max_size`)\n\n### Benutzerrollen\n\n* Administrator, Org-Admin, Analyst etc.\n* Zugriffsbeschränkungen nach Organisation/Feed definierbar\n\n### Feeds und Galaxies\n\n* Aktivierung von Feeds (z. B. CIRCL, Abuse.ch, OpenCTI)\n* Nutzung von Galaxies zur Klassifizierung (APT-Gruppen, Malware-Familien)\n\n## Verwendungsbeispiele\n\n### Beispiel 1: Import von IoCs aus externem Feed\n\n1. Feed aktivieren unter **Administration → List Feeds**\n2. Feed synchronisieren\n3. Ereignisse durchsuchen, analysieren, ggf. mit eigenen Daten korrelieren\n\n### Beispiel 2: Automatisierte Anbindung an SIEM\n\n* REST-API-Token erstellen\n* API-Calls zur Abfrage neuer Events (z. B. mit Python, Logstash oder MISP Workbench)\n* Integration in Security-Systeme über JSON/STIX export\n\n## Best Practices\n\n* Regelmäßige Backups der Datenbank\n* Taxonomien konsistent verwenden\n* Nutzung der Sighting-Funktion zur Validierung von IoCs\n* Vertrauensstufen (TLP, PAP) korrekt setzen\n* Nicht nur konsumieren – auch teilen!\n\n## Troubleshooting\n\n### Problem: MISP-Feeds laden nicht\n\n**Lösung:**\n\n* Internetverbindung prüfen\n* Cronjobs aktiv?\n* Logs prüfen: `/var/www/MISP/app/tmp/logs/error.log`\n\n### Problem: API gibt 403 zurück\n\n**Lösung:**\n\n* Ist der API-Key korrekt und aktiv?\n* Rechte des Benutzers überprüfen\n* IP-Filter im MISP-Backend beachten\n\n### Problem: Hohe Datenbanklast\n\n**Lösung:**\n\n* Indizes optimieren\n* Redis aktivieren\n* Alte Events regelmäßig archivieren oder löschen\n\n## Weiterführende Themen\n\n* STIX2-Import/Export\n* Erweiterungen mit MISP Modules (z. B. für Virustotal, YARA)\n* Föderierte Netzwerke und Community-Portale\n* Integration mit OpenCTI oder TheHive\n\n---\n\n**Links:**\n\n* 🌐 [Offizielle Projektseite](https://misp-project.org/)\n* 📦 [CC24-MISP-Instanz](https://misp.cc24.dev)\n* 📊 [Status-Monitoring](https://status.mikoshi.de/api/badge/34/status)\n\nLizenz: **AGPL-3.0**","src/content/knowledgebase/misp.md","35930fa919a46964",{"html":39,"metadata":40},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>\u003Cstrong>MISP (Malware Information Sharing Platform & Threat Sharing)\u003C/strong> ist eine freie Open-Source-Plattform zur strukturierten Erfassung, Speicherung, Analyse und gemeinsamen Nutzung von Cyber-Bedrohungsdaten. Mit über 40.000 Instanzen weltweit ist MISP der De-facto-Standard für den Austausch von Indicators of Compromise (IoCs) und Threat Intelligence zwischen CERTs, SOCs, Strafverfolgungsbehörden und anderen sicherheitsrelevanten Organisationen.\u003C/p>\n\u003Cp>Die föderierte Architektur ermöglicht einen kontrollierten, dezentralen Austausch von Informationen über vertrauenswürdige Partner hinweg. Durch Taxonomien, Tags und integrierte APIs ist eine automatische Anreicherung, Korrelation und Verarbeitung von Informationen in SIEMs, Firewalls oder Endpoint-Lösungen möglich.\u003C/p>\n\u003Ch2 id=\"installation\">Installation\u003C/h2>\n\u003Ch3 id=\"voraussetzungen\">Voraussetzungen\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Cstrong>Server-Betriebssystem:\u003C/strong> Linux (empfohlen: Debian/Ubuntu)\u003C/li>\n\u003Cli>\u003Cstrong>Abhängigkeiten:\u003C/strong> MariaDB/MySQL, PHP, Apache/Nginx, Redis\u003C/li>\n\u003Cli>\u003Cstrong>Ressourcen:\u003C/strong> Mindestens 4 GB RAM, SSD empfohlen\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"installationsschritte\">Installationsschritte\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Beispiel für Debian/Ubuntu:\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -y\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> curl\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> gnupg\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> python3-pip\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> redis-server\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mariadb-server\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apache2\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> libapache2-mod-php\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># MISP klonen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/MISP/MISP.git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/MISP\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Setup-Skript nutzen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/MISP\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">bash\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> INSTALL/INSTALL.debian.sh\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Weitere Details: \u003Ca href=\"https://misp.github.io/MISP/INSTALL.debian/\">Offizielle Installationsanleitung\u003C/a>\u003C/p>\n\u003Ch2 id=\"konfiguration\">Konfiguration\u003C/h2>\n\u003Ch3 id=\"webserver\">Webserver\u003C/h3>\n\u003Cul>\n\u003Cli>HTTPS aktivieren (Let’s Encrypt oder Reverse Proxy)\u003C/li>\n\u003Cli>PHP-Konfiguration anpassen (\u003Ccode>upload_max_filesize\u003C/code>, \u003Ccode>memory_limit\u003C/code>, \u003Ccode>post_max_size\u003C/code>)\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"benutzerrollen\">Benutzerrollen\u003C/h3>\n\u003Cul>\n\u003Cli>Administrator, Org-Admin, Analyst etc.\u003C/li>\n\u003Cli>Zugriffsbeschränkungen nach Organisation/Feed definierbar\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"feeds-und-galaxies\">Feeds und Galaxies\u003C/h3>\n\u003Cul>\n\u003Cli>Aktivierung von Feeds (z. B. CIRCL, Abuse.ch, OpenCTI)\u003C/li>\n\u003Cli>Nutzung von Galaxies zur Klassifizierung (APT-Gruppen, Malware-Familien)\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"beispiel-1-import-von-iocs-aus-externem-feed\">Beispiel 1: Import von IoCs aus externem Feed\u003C/h3>\n\u003Col>\n\u003Cli>Feed aktivieren unter \u003Cstrong>Administration → List Feeds\u003C/strong>\u003C/li>\n\u003Cli>Feed synchronisieren\u003C/li>\n\u003Cli>Ereignisse durchsuchen, analysieren, ggf. mit eigenen Daten korrelieren\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"beispiel-2-automatisierte-anbindung-an-siem\">Beispiel 2: Automatisierte Anbindung an SIEM\u003C/h3>\n\u003Cul>\n\u003Cli>REST-API-Token erstellen\u003C/li>\n\u003Cli>API-Calls zur Abfrage neuer Events (z. B. mit Python, Logstash oder MISP Workbench)\u003C/li>\n\u003Cli>Integration in Security-Systeme über JSON/STIX export\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>Regelmäßige Backups der Datenbank\u003C/li>\n\u003Cli>Taxonomien konsistent verwenden\u003C/li>\n\u003Cli>Nutzung der Sighting-Funktion zur Validierung von IoCs\u003C/li>\n\u003Cli>Vertrauensstufen (TLP, PAP) korrekt setzen\u003C/li>\n\u003Cli>Nicht nur konsumieren – auch teilen!\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"troubleshooting\">Troubleshooting\u003C/h2>\n\u003Ch3 id=\"problem-misp-feeds-laden-nicht\">Problem: MISP-Feeds laden nicht\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Internetverbindung prüfen\u003C/li>\n\u003Cli>Cronjobs aktiv?\u003C/li>\n\u003Cli>Logs prüfen: \u003Ccode>/var/www/MISP/app/tmp/logs/error.log\u003C/code>\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"problem-api-gibt-403-zurück\">Problem: API gibt 403 zurück\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Ist der API-Key korrekt und aktiv?\u003C/li>\n\u003Cli>Rechte des Benutzers überprüfen\u003C/li>\n\u003Cli>IP-Filter im MISP-Backend beachten\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"problem-hohe-datenbanklast\">Problem: Hohe Datenbanklast\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Indizes optimieren\u003C/li>\n\u003Cli>Redis aktivieren\u003C/li>\n\u003Cli>Alte Events regelmäßig archivieren oder löschen\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Cul>\n\u003Cli>STIX2-Import/Export\u003C/li>\n\u003Cli>Erweiterungen mit MISP Modules (z. B. für Virustotal, YARA)\u003C/li>\n\u003Cli>Föderierte Netzwerke und Community-Portale\u003C/li>\n\u003Cli>Integration mit OpenCTI oder TheHive\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cp>\u003Cstrong>Links:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>🌐 \u003Ca href=\"https://misp-project.org/\">Offizielle Projektseite\u003C/a>\u003C/li>\n\u003Cli>📦 \u003Ca href=\"https://misp.cc24.dev\">CC24-MISP-Instanz\u003C/a>\u003C/li>\n\u003Cli>📊 \u003Ca href=\"https://status.mikoshi.de/api/badge/34/status\">Status-Monitoring\u003C/a>\u003C/li>\n\u003C/ul>\n\u003Cp>Lizenz: \u003Cstrong>AGPL-3.0\u003C/strong>\u003C/p>",{"headings":41,"localImagePaths":96,"remoteImagePaths":97,"frontmatter":11,"imagePaths":98},[42,46,50,54,57,60,63,66,69,72,75,78,81,84,87,90,93],{"depth":43,"slug":44,"text":45},1,"übersicht","Übersicht",{"depth":47,"slug":48,"text":49},2,"installation","Installation",{"depth":51,"slug":52,"text":53},3,"voraussetzungen","Voraussetzungen",{"depth":51,"slug":55,"text":56},"installationsschritte","Installationsschritte",{"depth":47,"slug":58,"text":59},"konfiguration","Konfiguration",{"depth":51,"slug":61,"text":62},"webserver","Webserver",{"depth":51,"slug":64,"text":65},"benutzerrollen","Benutzerrollen",{"depth":51,"slug":67,"text":68},"feeds-und-galaxies","Feeds und Galaxies",{"depth":47,"slug":70,"text":71},"verwendungsbeispiele","Verwendungsbeispiele",{"depth":51,"slug":73,"text":74},"beispiel-1-import-von-iocs-aus-externem-feed","Beispiel 1: Import von IoCs aus externem Feed",{"depth":51,"slug":76,"text":77},"beispiel-2-automatisierte-anbindung-an-siem","Beispiel 2: Automatisierte Anbindung an SIEM",{"depth":47,"slug":79,"text":80},"best-practices","Best Practices",{"depth":47,"slug":82,"text":83},"troubleshooting","Troubleshooting",{"depth":51,"slug":85,"text":86},"problem-misp-feeds-laden-nicht","Problem: MISP-Feeds laden nicht",{"depth":51,"slug":88,"text":89},"problem-api-gibt-403-zurück","Problem: API gibt 403 zurück",{"depth":51,"slug":91,"text":92},"problem-hohe-datenbanklast","Problem: Hohe Datenbanklast",{"depth":47,"slug":94,"text":95},"weiterführende-themen","Weiterführende Themen",[],[],[],"misp.md","kali-linux",{"id":100,"data":102,"body":117,"filePath":118,"digest":119,"rendered":120,"legacyId":173},{"title":103,"tool_name":104,"description":105,"last_updated":106,"author":16,"difficulty":17,"categories":107,"tags":110,"sections":116,"review_status":34},"Kali Linux - Die Hacker-Distribution für Forensik & Penetration Testing","Kali Linux","Leitfaden zur Installation, Nutzung und Best Practices für Kali Linux – die All-in-One-Plattform für Security-Profis.",["Date","2025-07-20T00:00:00.000Z"],[19,108,109],"forensics","penetration-testing",[111,112,109,113,114,115],"live-boot","tool-collection","forensics-suite","virtualization","arm-support",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":32},"> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\nKali Linux ist eine auf Debian basierende Linux-Distribution, die speziell für Penetration Testing, digitale Forensik, Reverse Engineering und Incident Response entwickelt wurde. Mit über 600 vorinstallierten Tools ist sie ein unverzichtbares Werkzeug für Security-Experten, Ermittler und forensische Analysten. Die Live-Boot-Funktion erlaubt es, Systeme ohne Spuren zu hinterlassen zu analysieren – ideal für forensische Untersuchungen.\n\n## Installation\n\n### Option 1: Live-System (USB/DVD)\n\n1. ISO-Image von [kali.org](https://www.kali.org/get-kali/) herunterladen.\n2. Mit **Rufus** oder **balenaEtcher** auf einen USB-Stick schreiben.\n3. Vom USB-Stick booten (ggf. Boot-Reihenfolge im BIOS anpassen).\n4. Kali kann direkt ohne Installation im Live-Modus verwendet werden.\n\n### Option 2: Installation auf Festplatte\n\n1. ISO-Image booten und **Graphical Install** wählen.\n2. Schritt-für-Schritt durch den Installationsassistenten navigieren:\n - Sprache, Zeitzone und Tastaturlayout auswählen\n - Partitionierung konfigurieren (automatisch oder manuell)\n - Benutzerkonten erstellen\n3. Nach Installation Neustart durchführen.\n\n### Option 3: Virtuelle Maschine (VM)\n\n- Offizielle VM-Images für VirtualBox und VMware von der [Kali-Website](https://www.kali.org/get-kali/#kali-virtual-machines)\n- Importieren, ggf. Netzwerkbrücke und Shared Folders aktivieren\n\n## Konfiguration\n\n### Netzwerkeinstellungen\n\n- Konfiguration über `nmtui` oder `/etc/network/interfaces`\n- VPN und Proxy-Integration über GUI oder Terminal\n\n### Updates & Paketquellen\n\n```bash\nsudo apt update && sudo apt full-upgrade\n````\n\n> Hinweis: `kali-rolling` ist die Standard-Distribution für kontinuierliche Updates.\n\n### Sprache & Lokalisierung\n\n```bash\nsudo dpkg-reconfigure locales\nsudo dpkg-reconfigure keyboard-configuration\n```\n\n## Verwendungsbeispiele\n\n### 1. Netzwerkscan mit Nmap\n\n```bash\nnmap -sS -T4 -A 192.168.1.0/24\n```\n\n### 2. Passwort-Cracking mit John the Ripper\n\n```bash\njohn --wordlist=/usr/share/wordlists/rockyou.txt hashes.txt\n```\n\n### 3. Forensik mit Autopsy\n\n```bash\nautopsy &\n```\n\n### 4. Android-Analyse mit MobSF (in Docker)\n\n```bash\ndocker pull opensecurity/mobile-security-framework-mobsf\ndocker run -it -p 8000:8000 mobsf\n```\n\n## Best Practices\n\n* Nutze immer **aktuelle Snapshots** oder VM-Clones vor gefährlichen Tests\n* Verwende separate Netzwerke (z. B. Host-only oder NAT) für Tests\n* Deaktiviere automatisches WLAN bei forensischen Analysen\n* Prüfe und aktualisiere regelmäßig Toolsets (`apt`, `git`, `pip`)\n* Halte deine ISO-Images versioniert für forensische Reproduzierbarkeit\n\n## Troubleshooting\n\n### Problem: Keine Internetverbindung nach Installation\n\n**Lösung:** Netzwerkadapter prüfen, ggf. mit `ifconfig` oder `ip a` überprüfen, DHCP aktivieren.\n\n### Problem: Tools fehlen nach Update\n\n**Lösung:** Tool-Gruppen wie `kali-linux-default` manuell nachinstallieren:\n\n```bash\nsudo apt install kali-linux-default\n```\n\n### Problem: „Permission Denied“ bei Tools\n\n**Lösung:** Root-Rechte nutzen oder mit `sudo` ausführen.\n\n## Weiterführende Themen\n\n* **Kustomisierung von Kali ISOs** mit `live-build`\n* **NetHunter**: Kali für mobile Geräte (Android)\n* **Kali Purple**: Defensive Security Suite\n* Integration mit **Cloud-Infrastrukturen** via WSL oder Azure\n\n---\n\n**Links & Ressourcen:**\n\n* Offizielle Website: [https://kali.org](https://kali.org/)\n* Dokumentation: [https://docs.kali.org/](https://docs.kali.org/)\n* GitLab Repo: [https://gitlab.com/kalilinux](https://gitlab.com/kalilinux)\n* Discord-Community: [https://discord.com/invite/kali-linux](https://discord.com/invite/kali-linux)","src/content/knowledgebase/kali-linux.md","09243ebc79d75dbc",{"html":121,"metadata":122},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>Kali Linux ist eine auf Debian basierende Linux-Distribution, die speziell für Penetration Testing, digitale Forensik, Reverse Engineering und Incident Response entwickelt wurde. Mit über 600 vorinstallierten Tools ist sie ein unverzichtbares Werkzeug für Security-Experten, Ermittler und forensische Analysten. Die Live-Boot-Funktion erlaubt es, Systeme ohne Spuren zu hinterlassen zu analysieren – ideal für forensische Untersuchungen.\u003C/p>\n\u003Ch2 id=\"installation\">Installation\u003C/h2>\n\u003Ch3 id=\"option-1-live-system-usbdvd\">Option 1: Live-System (USB/DVD)\u003C/h3>\n\u003Col>\n\u003Cli>ISO-Image von \u003Ca href=\"https://www.kali.org/get-kali/\">kali.org\u003C/a> herunterladen.\u003C/li>\n\u003Cli>Mit \u003Cstrong>Rufus\u003C/strong> oder \u003Cstrong>balenaEtcher\u003C/strong> auf einen USB-Stick schreiben.\u003C/li>\n\u003Cli>Vom USB-Stick booten (ggf. Boot-Reihenfolge im BIOS anpassen).\u003C/li>\n\u003Cli>Kali kann direkt ohne Installation im Live-Modus verwendet werden.\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"option-2-installation-auf-festplatte\">Option 2: Installation auf Festplatte\u003C/h3>\n\u003Col>\n\u003Cli>ISO-Image booten und \u003Cstrong>Graphical Install\u003C/strong> wählen.\u003C/li>\n\u003Cli>Schritt-für-Schritt durch den Installationsassistenten navigieren:\n\u003Cul>\n\u003Cli>Sprache, Zeitzone und Tastaturlayout auswählen\u003C/li>\n\u003Cli>Partitionierung konfigurieren (automatisch oder manuell)\u003C/li>\n\u003Cli>Benutzerkonten erstellen\u003C/li>\n\u003C/ul>\n\u003C/li>\n\u003Cli>Nach Installation Neustart durchführen.\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"option-3-virtuelle-maschine-vm\">Option 3: Virtuelle Maschine (VM)\u003C/h3>\n\u003Cul>\n\u003Cli>Offizielle VM-Images für VirtualBox und VMware von der \u003Ca href=\"https://www.kali.org/get-kali/#kali-virtual-machines\">Kali-Website\u003C/a>\u003C/li>\n\u003Cli>Importieren, ggf. Netzwerkbrücke und Shared Folders aktivieren\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"konfiguration\">Konfiguration\u003C/h2>\n\u003Ch3 id=\"netzwerkeinstellungen\">Netzwerkeinstellungen\u003C/h3>\n\u003Cul>\n\u003Cli>Konfiguration über \u003Ccode>nmtui\u003C/code> oder \u003Ccode>/etc/network/interfaces\u003C/code>\u003C/li>\n\u003Cli>VPN und Proxy-Integration über GUI oder Terminal\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"updates--paketquellen\">Updates & Paketquellen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> full-upgrade\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cblockquote>\n\u003Cp>Hinweis: \u003Ccode>kali-rolling\u003C/code> ist die Standard-Distribution für kontinuierliche Updates.\u003C/p>\n\u003C/blockquote>\n\u003Ch3 id=\"sprache--lokalisierung\">Sprache & Lokalisierung\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dpkg-reconfigure\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> locales\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dpkg-reconfigure\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> keyboard-configuration\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"1-netzwerkscan-mit-nmap\">1. Netzwerkscan mit Nmap\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">nmap\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -sS\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -T4\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -A\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 192.168.1.0/24\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"2-passwort-cracking-mit-john-the-ripper\">2. Passwort-Cracking mit John the Ripper\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">john\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --wordlist=/usr/share/wordlists/rockyou.txt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> hashes.txt\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"3-forensik-mit-autopsy\">3. Forensik mit Autopsy\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">autopsy\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> &\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"4-android-analyse-mit-mobsf-in-docker\">4. Android-Analyse mit MobSF (in Docker)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">docker\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> opensecurity/mobile-security-framework-mobsf\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">docker\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> run\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -it\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -p\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 8000:8000\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mobsf\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>Nutze immer \u003Cstrong>aktuelle Snapshots\u003C/strong> oder VM-Clones vor gefährlichen Tests\u003C/li>\n\u003Cli>Verwende separate Netzwerke (z. B. Host-only oder NAT) für Tests\u003C/li>\n\u003Cli>Deaktiviere automatisches WLAN bei forensischen Analysen\u003C/li>\n\u003Cli>Prüfe und aktualisiere regelmäßig Toolsets (\u003Ccode>apt\u003C/code>, \u003Ccode>git\u003C/code>, \u003Ccode>pip\u003C/code>)\u003C/li>\n\u003Cli>Halte deine ISO-Images versioniert für forensische Reproduzierbarkeit\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"troubleshooting\">Troubleshooting\u003C/h2>\n\u003Ch3 id=\"problem-keine-internetverbindung-nach-installation\">Problem: Keine Internetverbindung nach Installation\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> Netzwerkadapter prüfen, ggf. mit \u003Ccode>ifconfig\u003C/code> oder \u003Ccode>ip a\u003C/code> überprüfen, DHCP aktivieren.\u003C/p>\n\u003Ch3 id=\"problem-tools-fehlen-nach-update\">Problem: Tools fehlen nach Update\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> Tool-Gruppen wie \u003Ccode>kali-linux-default\u003C/code> manuell nachinstallieren:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> kali-linux-default\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"problem-permission-denied-bei-tools\">Problem: „Permission Denied“ bei Tools\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> Root-Rechte nutzen oder mit \u003Ccode>sudo\u003C/code> ausführen.\u003C/p>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Kustomisierung von Kali ISOs\u003C/strong> mit \u003Ccode>live-build\u003C/code>\u003C/li>\n\u003Cli>\u003Cstrong>NetHunter\u003C/strong>: Kali für mobile Geräte (Android)\u003C/li>\n\u003Cli>\u003Cstrong>Kali Purple\u003C/strong>: Defensive Security Suite\u003C/li>\n\u003Cli>Integration mit \u003Cstrong>Cloud-Infrastrukturen\u003C/strong> via WSL oder Azure\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cp>\u003Cstrong>Links & Ressourcen:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Offizielle Website: \u003Ca href=\"https://kali.org/\">https://kali.org\u003C/a>\u003C/li>\n\u003Cli>Dokumentation: \u003Ca href=\"https://docs.kali.org/\">https://docs.kali.org/\u003C/a>\u003C/li>\n\u003Cli>GitLab Repo: \u003Ca href=\"https://gitlab.com/kalilinux\">https://gitlab.com/kalilinux\u003C/a>\u003C/li>\n\u003Cli>Discord-Community: \u003Ca href=\"https://discord.com/invite/kali-linux\">https://discord.com/invite/kali-linux\u003C/a>\u003C/li>\n\u003C/ul>",{"headings":123,"localImagePaths":170,"remoteImagePaths":171,"frontmatter":102,"imagePaths":172},[124,125,126,129,132,135,136,139,142,145,146,149,152,155,158,159,160,163,166,169],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":48,"text":49},{"depth":51,"slug":127,"text":128},"option-1-live-system-usbdvd","Option 1: Live-System (USB/DVD)",{"depth":51,"slug":130,"text":131},"option-2-installation-auf-festplatte","Option 2: Installation auf Festplatte",{"depth":51,"slug":133,"text":134},"option-3-virtuelle-maschine-vm","Option 3: Virtuelle Maschine (VM)",{"depth":47,"slug":58,"text":59},{"depth":51,"slug":137,"text":138},"netzwerkeinstellungen","Netzwerkeinstellungen",{"depth":51,"slug":140,"text":141},"updates--paketquellen","Updates & Paketquellen",{"depth":51,"slug":143,"text":144},"sprache--lokalisierung","Sprache & Lokalisierung",{"depth":47,"slug":70,"text":71},{"depth":51,"slug":147,"text":148},"1-netzwerkscan-mit-nmap","1. Netzwerkscan mit Nmap",{"depth":51,"slug":150,"text":151},"2-passwort-cracking-mit-john-the-ripper","2. Passwort-Cracking mit John the Ripper",{"depth":51,"slug":153,"text":154},"3-forensik-mit-autopsy","3. Forensik mit Autopsy",{"depth":51,"slug":156,"text":157},"4-android-analyse-mit-mobsf-in-docker","4. Android-Analyse mit MobSF (in Docker)",{"depth":47,"slug":79,"text":80},{"depth":47,"slug":82,"text":83},{"depth":51,"slug":161,"text":162},"problem-keine-internetverbindung-nach-installation","Problem: Keine Internetverbindung nach Installation",{"depth":51,"slug":164,"text":165},"problem-tools-fehlen-nach-update","Problem: Tools fehlen nach Update",{"depth":51,"slug":167,"text":168},"problem-permission-denied-bei-tools","Problem: „Permission Denied“ bei Tools",{"depth":47,"slug":94,"text":95},[],[],[],"kali-linux.md","regular-expressions-regex",{"id":174,"data":176,"body":190,"filePath":191,"digest":192,"rendered":193,"legacyId":222},{"title":177,"tool_name":178,"description":179,"last_updated":180,"author":16,"difficulty":17,"categories":181,"tags":183,"sections":189,"review_status":34},"Regular Expressions (Regex) – Musterbasierte Textanalyse","Regular Expressions (Regex)","Pattern matching language für Suche, Extraktion und Manipulation von Text in forensischen Analysen.",["Date","2025-07-20T00:00:00.000Z"],[19,21,22,182],"fraud-investigation",[184,185,186,187,188],"pattern-matching","text-processing","log-analysis","string-manipulation","search-algorithms",{"overview":32,"installation":33,"configuration":33,"usage_examples":32,"best_practices":32,"troubleshooting":33,"advanced_topics":32},"> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\n**Regular Expressions (Regex)** sind ein leistungsfähiges Werkzeug zur Erkennung, Extraktion und Transformation von Zeichenfolgen anhand vordefinierter Muster. In der digitalen Forensik sind Regex-Ausdrücke unverzichtbar: Sie helfen beim Auffinden von IP-Adressen, Hash-Werten, Dateipfaden, Malware-Signaturen oder Kreditkartennummern in großen Mengen unstrukturierter Daten wie Logdateien, Netzwerktraces oder Memory Dumps.\n\nRegex ist nicht auf eine bestimmte Plattform oder Software beschränkt – es wird in nahezu allen gängigen Programmiersprachen, Texteditoren und forensischen Tools unterstützt.\n\n## Verwendungsbeispiele\n\n### 1. IP-Adressen extrahieren\n\n```regex\n\\b(?:\\d{1,3}\\.){3}\\d{1,3}\\b\n````\n\nVerwendung:\n\n* Finden von IP-Adressen in Firewall-Logs oder Packet Captures.\n* Beispiel-Zeile:\n\n ```\n Connection from 192.168.1.101 to port 443 established\n ```\n\n### 2. E-Mail-Adressen identifizieren\n\n```regex\n[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\\.[a-zA-Z]{2,}\n```\n\nVerwendung:\n\n* Erkennung von kompromittierten Accounts in Phishing-E-Mails.\n* Analyse von Useraktivitäten oder Kommunikationsverläufen.\n\n### 3. Hash-Werte erkennen (z. B. SHA-256)\n\n```regex\n\\b[A-Fa-f0-9]{64}\\b\n```\n\nVerwendung:\n\n* Extraktion von Malware-Hashes aus Memory Dumps oder YARA-Logs.\n\n### 4. Zeitstempel in Logdateien extrahieren\n\n```regex\n\\d{4}-\\d{2}-\\d{2}[ T]\\d{2}:\\d{2}:\\d{2}\n```\n\nVerwendung:\n\n* Zeitsensitive Korrelationsanalysen (z. B. bei Intrusion Detection oder Timeline-Rekonstruktionen).\n\n## Best Practices\n\n* **Regex testen**: Nutze Plattformen wie [regexr.com](https://regexr.com/) oder [regex101.com](https://regex101.com/) zur Validierung.\n* **Performance beachten**: Komplexe Ausdrücke können ineffizient sein und Systeme verlangsamen – verwende Lazy Quantifiers (`*?`, `+?`) bei Bedarf.\n* **Escape-Zeichen korrekt anwenden**: Spezielle Zeichen wie `.` oder `\\` müssen bei Bedarf mit `\\\\` oder `\\.` maskiert werden.\n* **Portabilität prüfen**: Unterschiedliche Regex-Engines (z. B. Python `re`, PCRE, JavaScript) interpretieren manche Syntax leicht unterschiedlich.\n* **Lesbarkeit fördern**: Verwende benannte Gruppen (`(?P\u003Cname>...)`) und Kommentare (`(?x)`), um reguläre Ausdrücke besser wartbar zu machen.\n\n## Weiterführende Themen\n\n### Lookaheads und Lookbehinds\n\nMit **Lookaheads** (`(?=...)`) und **Lookbehinds** (`(?\u003C=...)`) können Bedingungen formuliert werden, ohne dass der Text Teil des Matchs wird.\n\nBeispiel: Alle `.exe`-Dateinamen **ohne** das Wort `safe` davor matchen:\n\n```regex\n(?\u003C!safe\\s)[\\w-]+\\.exe\n```\n\n### Regex in Forensik-Tools\n\n* **YARA**: Unterstützt Regex zur Erstellung von Malware-Signaturen.\n* **Wireshark**: Filtert Payloads anhand von Regex-ähnlicher Syntax.\n* **Splunk & ELK**: Verwenden Regex für Logparsing und Visualisierung.\n* **Volatility Plugins**: Extrahieren Artefakte mit Regex-basierten Scans.\n\n---\n\n> 🔤 **Regex ist ein universelles Werkzeug für Analysten, Ermittler und Entwickler, um versteckte Informationen schnell und flexibel aufzuspüren.**\n>\n> Nutze es überall dort, wo Textdaten eine Rolle spielen.","src/content/knowledgebase/regular-expressions-regex.md","247bcf48ebdc9ba0",{"html":194,"metadata":195},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>\u003Cstrong>Regular Expressions (Regex)\u003C/strong> sind ein leistungsfähiges Werkzeug zur Erkennung, Extraktion und Transformation von Zeichenfolgen anhand vordefinierter Muster. In der digitalen Forensik sind Regex-Ausdrücke unverzichtbar: Sie helfen beim Auffinden von IP-Adressen, Hash-Werten, Dateipfaden, Malware-Signaturen oder Kreditkartennummern in großen Mengen unstrukturierter Daten wie Logdateien, Netzwerktraces oder Memory Dumps.\u003C/p>\n\u003Cp>Regex ist nicht auf eine bestimmte Plattform oder Software beschränkt – es wird in nahezu allen gängigen Programmiersprachen, Texteditoren und forensischen Tools unterstützt.\u003C/p>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"1-ip-adressen-extrahieren\">1. IP-Adressen extrahieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">\\b(?:\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{1,3}\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\.)\u003C/span>\u003Cspan style=\"color:#F97583\">{3}\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{1,3}\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\b\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Verwendung:\u003C/p>\n\u003Cul>\n\u003Cli>\n\u003Cp>Finden von IP-Adressen in Firewall-Logs oder Packet Captures.\u003C/p>\n\u003C/li>\n\u003Cli>\n\u003Cp>Beispiel-Zeile:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan>Connection from 192.168.1.101 to port 443 established\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"2-e-mail-adressen-identifizieren\">2. E-Mail-Adressen identifizieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">[a-zA-Z0-9._%+-]\u003C/span>\u003Cspan style=\"color:#F97583\">+\u003C/span>\u003Cspan style=\"color:#DBEDFF\">@\u003C/span>\u003Cspan style=\"color:#79B8FF\">[a-zA-Z0-9.-]\u003C/span>\u003Cspan style=\"color:#F97583\">+\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\.[a-zA-Z]\u003C/span>\u003Cspan style=\"color:#F97583\">{2,}\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Verwendung:\u003C/p>\n\u003Cul>\n\u003Cli>Erkennung von kompromittierten Accounts in Phishing-E-Mails.\u003C/li>\n\u003Cli>Analyse von Useraktivitäten oder Kommunikationsverläufen.\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"3-hash-werte-erkennen-zb-sha-256\">3. Hash-Werte erkennen (z. B. SHA-256)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">\\b[A-Fa-f0-9]\u003C/span>\u003Cspan style=\"color:#F97583\">{64}\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\b\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Verwendung:\u003C/p>\n\u003Cul>\n\u003Cli>Extraktion von Malware-Hashes aus Memory Dumps oder YARA-Logs.\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"4-zeitstempel-in-logdateien-extrahieren\">4. Zeitstempel in Logdateien extrahieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{4}\u003C/span>\u003Cspan style=\"color:#DBEDFF\">-\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003Cspan style=\"color:#DBEDFF\">-\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003Cspan style=\"color:#79B8FF\">[ T]\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003Cspan style=\"color:#DBEDFF\">:\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003Cspan style=\"color:#DBEDFF\">:\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Verwendung:\u003C/p>\n\u003Cul>\n\u003Cli>Zeitsensitive Korrelationsanalysen (z. B. bei Intrusion Detection oder Timeline-Rekonstruktionen).\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Regex testen\u003C/strong>: Nutze Plattformen wie \u003Ca href=\"https://regexr.com/\">regexr.com\u003C/a> oder \u003Ca href=\"https://regex101.com/\">regex101.com\u003C/a> zur Validierung.\u003C/li>\n\u003Cli>\u003Cstrong>Performance beachten\u003C/strong>: Komplexe Ausdrücke können ineffizient sein und Systeme verlangsamen – verwende Lazy Quantifiers (\u003Ccode>*?\u003C/code>, \u003Ccode>+?\u003C/code>) bei Bedarf.\u003C/li>\n\u003Cli>\u003Cstrong>Escape-Zeichen korrekt anwenden\u003C/strong>: Spezielle Zeichen wie \u003Ccode>.\u003C/code> oder \u003Ccode>\\\u003C/code> müssen bei Bedarf mit \u003Ccode>\\\\\u003C/code> oder \u003Ccode>\\.\u003C/code> maskiert werden.\u003C/li>\n\u003Cli>\u003Cstrong>Portabilität prüfen\u003C/strong>: Unterschiedliche Regex-Engines (z. B. Python \u003Ccode>re\u003C/code>, PCRE, JavaScript) interpretieren manche Syntax leicht unterschiedlich.\u003C/li>\n\u003Cli>\u003Cstrong>Lesbarkeit fördern\u003C/strong>: Verwende benannte Gruppen (\u003Ccode>(?P<name>...)\u003C/code>) und Kommentare (\u003Ccode>(?x)\u003C/code>), um reguläre Ausdrücke besser wartbar zu machen.\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Ch3 id=\"lookaheads-und-lookbehinds\">Lookaheads und Lookbehinds\u003C/h3>\n\u003Cp>Mit \u003Cstrong>Lookaheads\u003C/strong> (\u003Ccode>(?=...)\u003C/code>) und \u003Cstrong>Lookbehinds\u003C/strong> (\u003Ccode>(?<=...)\u003C/code>) können Bedingungen formuliert werden, ohne dass der Text Teil des Matchs wird.\u003C/p>\n\u003Cp>Beispiel: Alle \u003Ccode>.exe\u003C/code>-Dateinamen \u003Cstrong>ohne\u003C/strong> das Wort \u003Ccode>safe\u003C/code> davor matchen:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\">(?<!\u003C/span>\u003Cspan style=\"color:#DBEDFF\">safe\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\s\u003C/span>\u003Cspan style=\"color:#F97583\">)\u003C/span>\u003Cspan style=\"color:#79B8FF\">[\\w-]\u003C/span>\u003Cspan style=\"color:#F97583\">+\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\.\u003C/span>\u003Cspan style=\"color:#DBEDFF\">exe\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"regex-in-forensik-tools\">Regex in Forensik-Tools\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Cstrong>YARA\u003C/strong>: Unterstützt Regex zur Erstellung von Malware-Signaturen.\u003C/li>\n\u003Cli>\u003Cstrong>Wireshark\u003C/strong>: Filtert Payloads anhand von Regex-ähnlicher Syntax.\u003C/li>\n\u003Cli>\u003Cstrong>Splunk & ELK\u003C/strong>: Verwenden Regex für Logparsing und Visualisierung.\u003C/li>\n\u003Cli>\u003Cstrong>Volatility Plugins\u003C/strong>: Extrahieren Artefakte mit Regex-basierten Scans.\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cblockquote>\n\u003Cp>🔤 \u003Cstrong>Regex ist ein universelles Werkzeug für Analysten, Ermittler und Entwickler, um versteckte Informationen schnell und flexibel aufzuspüren.\u003C/strong>\u003C/p>\n\u003Cp>Nutze es überall dort, wo Textdaten eine Rolle spielen.\u003C/p>\n\u003C/blockquote>",{"headings":196,"localImagePaths":219,"remoteImagePaths":220,"frontmatter":176,"imagePaths":221},[197,198,199,202,205,208,211,212,213,216],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":70,"text":71},{"depth":51,"slug":200,"text":201},"1-ip-adressen-extrahieren","1. IP-Adressen extrahieren",{"depth":51,"slug":203,"text":204},"2-e-mail-adressen-identifizieren","2. E-Mail-Adressen identifizieren",{"depth":51,"slug":206,"text":207},"3-hash-werte-erkennen-zb-sha-256","3. Hash-Werte erkennen (z. B. SHA-256)",{"depth":51,"slug":209,"text":210},"4-zeitstempel-in-logdateien-extrahieren","4. Zeitstempel in Logdateien extrahieren",{"depth":47,"slug":79,"text":80},{"depth":47,"slug":94,"text":95},{"depth":51,"slug":214,"text":215},"lookaheads-und-lookbehinds","Lookaheads und Lookbehinds",{"depth":51,"slug":217,"text":218},"regex-in-forensik-tools","Regex in Forensik-Tools",[],[],[],"regular-expressions-regex.md","velociraptor",{"id":223,"data":225,"body":239,"filePath":240,"digest":241,"rendered":242,"legacyId":287},{"title":226,"tool_name":227,"description":228,"last_updated":229,"author":16,"difficulty":230,"categories":231,"tags":232,"sections":238,"review_status":34},"Velociraptor – Skalierbare Endpoint-Forensik mit VQL","Velociraptor","Detaillierte Anleitung und Best Practices für Velociraptor – Remote-Forensik der nächsten Generation",["Date","2025-07-20T00:00:00.000Z"],"advanced",[19,21,22],[25,233,234,235,236,237],"endpoint-monitoring","artifact-extraction","scripting","live-forensics","hunting",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":32},"> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\nVelociraptor ist ein Open-Source-Tool zur Endpoint-Forensik mit Fokus auf Skalierbarkeit, Präzision und Geschwindigkeit. Es ermöglicht die zielgerichtete Erfassung und Analyse digitaler Artefakte über eine eigene Query Language – VQL (Velociraptor Query Language). Die Architektur erlaubt remote Zugriff auf tausende Endpoints gleichzeitig, ohne dass vollständige Disk-Images erforderlich sind.\n\n## Hauptmerkmale\n\n- 🌐 Web-basierte Benutzeroberfläche\n- 💡 VQL – mächtige, SQL-ähnliche Abfragesprache\n- 🚀 Hochskalierbare Hunt-Funktionalität\n- 🔍 Artefaktbasierte Sammlung (ohne Full-Image)\n- 🖥️ Plattformunterstützung für Windows, macOS, Linux\n- 📦 Apache 2.0 Lizenz – Open Source\n\nWeitere Infos: [velociraptor.app](https://www.velociraptor.app/) \nProjektspiegel: [raptor.cc24.dev](https://raptor.cc24.dev) \nStatus: ![Status](https://status.mikoshi.de/api/badge/33/status)\n\n---\n\n## Installation\n\n### Voraussetzungen\n\n- Python ≥ 3.9\n- Adminrechte auf dem System\n- Firewall-Freigaben für Webport (Standard: 8000)\n\n### Installation unter Linux/macOS\n\n```bash\nwget https://github.com/Velocidex/velociraptor/releases/latest/download/velociraptor\nchmod +x velociraptor\nsudo mv velociraptor /usr/local/bin/\n````\n\n### Installation unter Windows\n\n1. Download der `.exe` von der [Release-Seite](https://github.com/Velocidex/velociraptor/releases)\n2. Ausführung in PowerShell mit Adminrechten:\n\n ```powershell\n .\\velociraptor.exe config generate > server.config.yaml\n ```\n\n---\n\n## Konfiguration\n\n### Server Setup\n\n1. Generiere die Konfigurationsdatei:\n\n ```bash\n velociraptor config generate > server.config.yaml\n ```\n2. Starte den Server:\n\n ```bash\n velociraptor --config server.config.yaml frontend\n ```\n3. Zugriff über Browser via `https://\u003Chostname>:8000`\n\n### Client Deployment\n\n* MSI/EXE für Windows, oder `deb/rpm` für Linux\n* Unterstützt automatische Registrierung am Server\n* Deployment über GPO, Puppet, Ansible etc. möglich\n\n---\n\n## Verwendungsbeispiele\n\n### 1. Live-Memory-Artefakte sammeln\n\n```vql\nSELECT * FROM Artifact.MemoryInfo()\n```\n\n### 2. Hunt starten auf verdächtige Prozesse\n\n```vql\nSELECT * FROM pslist()\nWHERE Name =~ \"mimikatz|cobaltstrike\"\n```\n\n### 3. Dateiinhalt extrahieren\n\n```vql\nSELECT * FROM glob(globs=\"C:\\\\Users\\\\*\\\\AppData\\\\*.dat\")\n```\n\n---\n\n## Best Practices\n\n* Erstelle eigene Artefakte für unternehmensspezifische Bedrohungsmodelle\n* Verwende \"Notebook\"-Funktion für strukturierte Analysen\n* Nutze \"Labels\", um Endpoints zu organisieren (z. B. `location:Berlin`)\n* Kombiniere Velociraptor mit SIEM/EDR-Systemen über REST API\n\n---\n\n## Troubleshooting\n\n### Problem: Keine Verbindung vom Client zum Server\n\n**Lösung:**\n\n* Ports freigegeben? (Default: 8000/tcp)\n* TLS-Zertifikate korrekt generiert?\n* `server.config.yaml` auf korrekte `public_ip` prüfen\n\n### Problem: Hunt hängt in Warteschleife\n\n**Lösung:**\n\n* Genügend Worker-Prozesse aktiv?\n* Endpoint online?\n* `log_level` auf `debug` setzen und Log analysieren\n\n---\n\n## Weiterführende Themen\n\n* Eigene Artefakte schreiben mit VQL\n* Integration mit ELK Stack\n* Automatisiertes Incident Response Playbook\n* Velociraptor als IR-as-a-Service einsetzen\n\n---\n\n🧠 **Tipp:** Die Lernkurve bei VQL ist steil – aber mit hohem ROI. Testumgebung aufsetzen und mit Community-Artefakten starten.\n\n📚 Weitere Ressourcen:\n\n* [Offizielle Doku](https://docs.velociraptor.app/)\n* [YouTube Channel](https://www.youtube.com/c/VelociraptorDFIR)\n* [Community auf Discord](https://www.velociraptor.app/community/)","src/content/knowledgebase/velociraptor.md","05636b9b97e61d17",{"html":243,"metadata":244},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>Velociraptor ist ein Open-Source-Tool zur Endpoint-Forensik mit Fokus auf Skalierbarkeit, Präzision und Geschwindigkeit. Es ermöglicht die zielgerichtete Erfassung und Analyse digitaler Artefakte über eine eigene Query Language – VQL (Velociraptor Query Language). Die Architektur erlaubt remote Zugriff auf tausende Endpoints gleichzeitig, ohne dass vollständige Disk-Images erforderlich sind.\u003C/p>\n\u003Ch2 id=\"hauptmerkmale\">Hauptmerkmale\u003C/h2>\n\u003Cul>\n\u003Cli>🌐 Web-basierte Benutzeroberfläche\u003C/li>\n\u003Cli>💡 VQL – mächtige, SQL-ähnliche Abfragesprache\u003C/li>\n\u003Cli>🚀 Hochskalierbare Hunt-Funktionalität\u003C/li>\n\u003Cli>🔍 Artefaktbasierte Sammlung (ohne Full-Image)\u003C/li>\n\u003Cli>🖥️ Plattformunterstützung für Windows, macOS, Linux\u003C/li>\n\u003Cli>📦 Apache 2.0 Lizenz – Open Source\u003C/li>\n\u003C/ul>\n\u003Cp>Weitere Infos: \u003Ca href=\"https://www.velociraptor.app/\">velociraptor.app\u003C/a>\u003Cbr>\nProjektspiegel: \u003Ca href=\"https://raptor.cc24.dev\">raptor.cc24.dev\u003C/a>\u003Cbr>\nStatus: \u003Cimg src=\"https://status.mikoshi.de/api/badge/33/status\" alt=\"Status\">\u003C/p>\n\u003Chr>\n\u003Ch2 id=\"installation\">Installation\u003C/h2>\n\u003Ch3 id=\"voraussetzungen\">Voraussetzungen\u003C/h3>\n\u003Cul>\n\u003Cli>Python ≥ 3.9\u003C/li>\n\u003Cli>Adminrechte auf dem System\u003C/li>\n\u003Cli>Firewall-Freigaben für Webport (Standard: 8000)\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"installation-unter-linuxmacos\">Installation unter Linux/macOS\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">wget\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/Velocidex/velociraptor/releases/latest/download/velociraptor\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">chmod\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> +x\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> velociraptor\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mv\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> velociraptor\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /usr/local/bin/\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"installation-unter-windows\">Installation unter Windows\u003C/h3>\n\u003Col>\n\u003Cli>\n\u003Cp>Download der \u003Ccode>.exe\u003C/code> von der \u003Ca href=\"https://github.com/Velocidex/velociraptor/releases\">Release-Seite\u003C/a>\u003C/p>\n\u003C/li>\n\u003Cli>\n\u003Cp>Ausführung in PowerShell mit Adminrechten:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"powershell\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\">.\\\u003C/span>\u003Cspan style=\"color:#79B8FF\">velociraptor.exe\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> config generate \u003C/span>\u003Cspan style=\"color:#F97583\">>\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> server.config.yaml\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003C/li>\n\u003C/ol>\n\u003Chr>\n\u003Ch2 id=\"konfiguration\">Konfiguration\u003C/h2>\n\u003Ch3 id=\"server-setup\">Server Setup\u003C/h3>\n\u003Col>\n\u003Cli>\n\u003Cp>Generiere die Konfigurationsdatei:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">velociraptor\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> config\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> generate\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> server.config.yaml\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003C/li>\n\u003Cli>\n\u003Cp>Starte den Server:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">velociraptor\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --config\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> server.config.yaml\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> frontend\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003C/li>\n\u003Cli>\n\u003Cp>Zugriff über Browser via \u003Ccode>https://<hostname>:8000\u003C/code>\u003C/p>\n\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"client-deployment\">Client Deployment\u003C/h3>\n\u003Cul>\n\u003Cli>MSI/EXE für Windows, oder \u003Ccode>deb/rpm\u003C/code> für Linux\u003C/li>\n\u003Cli>Unterstützt automatische Registrierung am Server\u003C/li>\n\u003Cli>Deployment über GPO, Puppet, Ansible etc. möglich\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"1-live-memory-artefakte-sammeln\">1. Live-Memory-Artefakte sammeln\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan>SELECT * FROM Artifact.MemoryInfo()\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"2-hunt-starten-auf-verdächtige-prozesse\">2. Hunt starten auf verdächtige Prozesse\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan>SELECT * FROM pslist()\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan>WHERE Name =~ \"mimikatz|cobaltstrike\"\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"3-dateiinhalt-extrahieren\">3. Dateiinhalt extrahieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan>SELECT * FROM glob(globs=\"C:\\\\Users\\\\*\\\\AppData\\\\*.dat\")\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Chr>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>Erstelle eigene Artefakte für unternehmensspezifische Bedrohungsmodelle\u003C/li>\n\u003Cli>Verwende “Notebook”-Funktion für strukturierte Analysen\u003C/li>\n\u003Cli>Nutze “Labels”, um Endpoints zu organisieren (z. B. \u003Ccode>location:Berlin\u003C/code>)\u003C/li>\n\u003Cli>Kombiniere Velociraptor mit SIEM/EDR-Systemen über REST API\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Ch2 id=\"troubleshooting\">Troubleshooting\u003C/h2>\n\u003Ch3 id=\"problem-keine-verbindung-vom-client-zum-server\">Problem: Keine Verbindung vom Client zum Server\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Ports freigegeben? (Default: 8000/tcp)\u003C/li>\n\u003Cli>TLS-Zertifikate korrekt generiert?\u003C/li>\n\u003Cli>\u003Ccode>server.config.yaml\u003C/code> auf korrekte \u003Ccode>public_ip\u003C/code> prüfen\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"problem-hunt-hängt-in-warteschleife\">Problem: Hunt hängt in Warteschleife\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Genügend Worker-Prozesse aktiv?\u003C/li>\n\u003Cli>Endpoint online?\u003C/li>\n\u003Cli>\u003Ccode>log_level\u003C/code> auf \u003Ccode>debug\u003C/code> setzen und Log analysieren\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Cul>\n\u003Cli>Eigene Artefakte schreiben mit VQL\u003C/li>\n\u003Cli>Integration mit ELK Stack\u003C/li>\n\u003Cli>Automatisiertes Incident Response Playbook\u003C/li>\n\u003Cli>Velociraptor als IR-as-a-Service einsetzen\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cp>🧠 \u003Cstrong>Tipp:\u003C/strong> Die Lernkurve bei VQL ist steil – aber mit hohem ROI. Testumgebung aufsetzen und mit Community-Artefakten starten.\u003C/p>\n\u003Cp>📚 Weitere Ressourcen:\u003C/p>\n\u003Cul>\n\u003Cli>\u003Ca href=\"https://docs.velociraptor.app/\">Offizielle Doku\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://www.youtube.com/c/VelociraptorDFIR\">YouTube Channel\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://www.velociraptor.app/community/\">Community auf Discord\u003C/a>\u003C/li>\n\u003C/ul>",{"headings":245,"localImagePaths":284,"remoteImagePaths":285,"frontmatter":225,"imagePaths":286},[246,247,250,251,252,255,258,259,262,265,266,269,272,275,276,277,280,283],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":248,"text":249},"hauptmerkmale","Hauptmerkmale",{"depth":47,"slug":48,"text":49},{"depth":51,"slug":52,"text":53},{"depth":51,"slug":253,"text":254},"installation-unter-linuxmacos","Installation unter Linux/macOS",{"depth":51,"slug":256,"text":257},"installation-unter-windows","Installation unter Windows",{"depth":47,"slug":58,"text":59},{"depth":51,"slug":260,"text":261},"server-setup","Server Setup",{"depth":51,"slug":263,"text":264},"client-deployment","Client Deployment",{"depth":47,"slug":70,"text":71},{"depth":51,"slug":267,"text":268},"1-live-memory-artefakte-sammeln","1. Live-Memory-Artefakte sammeln",{"depth":51,"slug":270,"text":271},"2-hunt-starten-auf-verdächtige-prozesse","2. Hunt starten auf verdächtige Prozesse",{"depth":51,"slug":273,"text":274},"3-dateiinhalt-extrahieren","3. Dateiinhalt extrahieren",{"depth":47,"slug":79,"text":80},{"depth":47,"slug":82,"text":83},{"depth":51,"slug":278,"text":279},"problem-keine-verbindung-vom-client-zum-server","Problem: Keine Verbindung vom Client zum Server",{"depth":51,"slug":281,"text":282},"problem-hunt-hängt-in-warteschleife","Problem: Hunt hängt in Warteschleife",{"depth":47,"slug":94,"text":95},[],[],[],"velociraptor.md","android-logical-imaging",{"id":288,"data":290,"body":303,"filePath":304,"digest":305,"rendered":306,"legacyId":534},{"title":291,"tool_name":292,"description":293,"last_updated":294,"author":295,"difficulty":230,"categories":296,"tags":298,"sections":302,"review_status":34},"Extraktion logischer Dateisysteme alter Android-Smartphones - eine KI-Recherche","Android Logical Imaging","Wie man alte Android-Handys aufbekommen könnte - eine Recherche von Claude",["Date","2025-07-21T00:00:00.000Z"],"Claude 4 Sonnet (Research)",[297],"data-collection",[299,300,301],"imaging","filesystem","hardware-interface",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":32},"# Übersicht\n\nOpen-Source Android Forensik bietet robuste Alternativen zu kommerziellen Lösungen wie Cellebrite UFED und Magnet AXIOM. Besonders für ältere Android-Geräte (5+ Jahre) existieren bewährte Methoden zur Datenextraktion und -analyse.\n\n## Kernkomponenten des Open-Source Forensik-Stacks\n\n**Autopsy Digital Forensics Platform** bildet das Fundament mit GUI-basierter Analyse und integrierten Android-Parsing-Fähigkeiten. Die Plattform unterstützt **ALEAPP (Android Logs Events And Protobuf Parser)**, das über 100 Artefakt-Kategorien aus Android-Extraktionen parst.\n\n**Mobile Verification Toolkit (MVT)** von Amnesty International bietet spezialisierte Command-Line-Tools für Android-Analyse mit Fokus auf Kompromittierungserkennung.\n\n**SIFT Workstation** stellt eine komplette Ubuntu-basierte forensische Umgebung mit 125+ vorinstallierten Tools bereit.\n\n## Erfolgsraten nach Gerätealter\n\n- **Pre-2017 Geräte**: 85-98% logische Extraktion, 30-70% physische Extraktion\n- **2017-2019 Geräte**: 80-95% logische Extraktion, 15-35% physische Extraktion \n- **2020+ Geräte**: 70-85% logische Extraktion, 5-15% physische Extraktion\n\n# Installation\n\n## SIFT Workstation Setup\n\n### Systemanforderungen\n- Quad-Core CPU 2.5GHz+\n- 16GB+ RAM\n- 500GB+ SSD Speicher\n- USB 3.0+ Anschlüsse\n\n### Installation\n1. Download von [SANS SIFT Workstation](https://www.sans.org/tools/sift-workstation/)\n2. VMware/VirtualBox Import der OVA-Datei\n3. VM-Konfiguration: 8GB+ RAM, 4+ CPU-Kerne\n\n```bash\n# Update nach Installation\nsudo apt update && sudo apt upgrade -y\nsudo sift update\n```\n\n## Autopsy Installation\n\n### Windows Installation\n1. Download von [autopsy.com](https://www.autopsy.com/)\n2. Java 8+ Installation erforderlich\n3. Installation mit Administratorrechten\n\n### Linux Installation\n```bash\n# Ubuntu/Debian\nsudo apt install autopsy sleuthkit\n# Oder manueller Download und Installation\nwget https://github.com/sleuthkit/autopsy/releases/latest\n```\n\n## Essential Tools Installation\n\n### Android Debug Bridge (ADB)\n```bash\n# Ubuntu/Debian\nsudo apt install android-tools-adb android-tools-fastboot\n\n# Windows - Download Android Platform Tools\n# https://developer.android.com/studio/releases/platform-tools\n```\n\n### ALEAPP Installation\n```bash\ngit clone https://github.com/abrignoni/ALEAPP.git\ncd ALEAPP\npip3 install -r requirements.txt\n```\n\n### Mobile Verification Toolkit (MVT)\n```bash\npip3 install mvt\n# Oder via GitHub für neueste Version\ngit clone https://github.com/mvt-project/mvt.git\ncd mvt && pip3 install .\n```\n\n### Andriller Installation\n```bash\ngit clone https://github.com/den4uk/andriller.git\ncd andriller\npip3 install -r requirements.txt\n```\n\n# Konfiguration\n\n## ADB Setup und Gerätevorbereitung\n\n### USB-Debugging aktivieren\n1. Entwickleroptionen freischalten (7x Build-Nummer antippen)\n2. USB-Debugging aktivieren\n3. Gerät via USB verbinden\n4. RSA-Fingerprint akzeptieren\n\n### ADB Verbindung testen\n```bash\nadb devices\n# Sollte Gerät mit \"device\" Status zeigen\nadb shell getprop ro.build.version.release # Android Version\nadb shell getprop ro.product.model # Gerätemodell\n```\n\n## Autopsy Projektkonfiguration\n\n### Case-Setup\n1. Neuen Fall erstellen\n2. Ermittler-Informationen eingeben\n3. Case-Verzeichnis festlegen (ausreichend Speicherplatz)\n\n### Android Analyzer Module aktivieren\n- Tools → Options → Modules\n- Android Analyzer aktivieren\n- ALEAPP Integration konfigurieren\n\n### Hash-Algorithmen konfigurieren\n- MD5, SHA-1, SHA-256 für Integritätsprüfung\n- Automatische Hash-Berechnung bei Import aktivieren\n\n## MVT Konfiguration\n\n### Konfigurationsdatei erstellen\n```yaml\n# ~/.mvt/config.yaml\nadb_path: \"/usr/bin/adb\"\noutput_folder: \"/home/user/mvt_output\"\n```\n\n# Verwendungsbeispiele\n\n## Fall 1: Logische Datenextraktion mit ADB\n\n### Geräteinformationen sammeln\n```bash\n# Systeminfo\nadb shell getprop > device_properties.txt\nadb shell cat /proc/version > kernel_info.txt\nadb shell mount > mount_info.txt\n\n# Installierte Apps\nadb shell pm list packages -f > installed_packages.txt\n```\n\n### Datenbank-Extraktion\n```bash\n# SMS/MMS Datenbank\nadb pull /data/data/com.android.providers.telephony/databases/mmssms.db\n\n# Kontakte\nadb pull /data/data/com.android.providers.contacts/databases/contacts2.db\n\n# Anrufliste \nadb pull /data/data/com.android.providers.contacts/databases/calllog.db\n```\n\n### WhatsApp Datenextraktion\n```bash\n# WhatsApp Datenbanken (Root erforderlich)\nadb shell su -c \"cp -r /data/data/com.whatsapp/ /sdcard/whatsapp_backup/\"\nadb pull /sdcard/whatsapp_backup/\n```\n\n## Fall 2: Android Backup-Analyse\n\n### Vollständiges Backup erstellen\n```bash\n# Umfassendes Backup (ohne Root)\nadb backup -all -system -apk -shared -f backup.ab\n\n# Backup entschlüsseln (falls verschlüsselt)\njava -jar abe.jar unpack backup.ab backup.tar\ntar -xf backup.tar\n```\n\n### Backup mit ALEAPP analysieren\n```bash\npython3 aleappGUI.py\n# Oder Command-Line\npython3 aleapp.py -t tar -i backup.tar -o output_folder\n```\n\n## Fall 3: MVT Kompromittierungsanalyse\n\n### Live-Geräteanalyse\n```bash\n# ADB-basierte Analyse\nmvt-android check-adb --output /path/to/output/\n\n# Backup-Analyse\nmvt-android check-backup --output /path/to/output/ backup.ab\n```\n\n### IOC-Suche mit Pegasus-Indikatoren\n```bash\n# Mit vorgefertigten IOCs\nmvt-android check-adb --iocs /path/to/pegasus.stix2 --output results/\n```\n\n## Fall 4: Physische Extraktion (Root erforderlich)\n\n### Device Rooting - MediaTek Geräte\n```bash\n# MTKClient für MediaTek-Chipsets\ngit clone https://github.com/bkerler/mtkclient.git\ncd mtkclient\npython3 mtk payload\n\n# Nach erfolgreichem Root\nadb shell su\n```\n\n### Vollständiges Memory Dump\n```bash\n# Partitionslayout ermitteln\nadb shell su -c \"cat /proc/partitions\"\nadb shell su -c \"ls -la /dev/block/\"\n\n# Vollständiges Device Image (Root erforderlich)\nadb shell su -c \"dd if=/dev/block/mmcblk0 of=/sdcard/full_device.img bs=4096\"\nadb pull /sdcard/full_device.img\n```\n\n# Best Practices\n\n## Rechtliche Compliance\n\n### Dokumentation und Chain of Custody\n- **Vollständige Dokumentation**: Wer, Was, Wann, Wo, Warum\n- **Hash-Verifikation**: MD5/SHA-256 für alle extrahierten Daten\n- **Nur forensische Kopien analysieren**, niemals Originaldaten\n- **Schriftliche Genehmigung** für Geräteanalyse einholen\n\n### Familiengeräte und Nachlässe\n- Genehmigung durch Nachlassverwalter erforderlich\n- Gerichtsbeschlüsse für Cloud-Zugang eventuell nötig\n- Drittpartei-Kommunikation kann weiterhin geschützt sein\n\n## Technische Best Practices\n\n### Hash-Integrität sicherstellen\n```bash\n# Hash vor und nach Transfer prüfen\nmd5sum original_file.db\nsha256sum original_file.db\n\n# Hash-Verifikation dokumentieren\necho \"$(date): MD5: $(md5sum file.db)\" >> chain_of_custody.log\n```\n\n### Sichere Arbeitsumgebung\n- Isolierte VM für Forensik-Arbeit\n- Netzwerk-Isolation während Analyse\n- Verschlüsselte Speicherung aller Evidenz\n- Regelmäßige Backups der Case-Datenbanken\n\n### Qualitätssicherung\n- Peer-Review kritischer Analysen\n- Standardisierte Arbeitsabläufe (SOPs)\n- Regelmäßige Tool-Validierung\n- Kontinuierliche Weiterbildung\n\n## Erfolgsmaximierung nach Gerätehersteller\n\n### MediaTek-Geräte (Höchste Erfolgsrate)\n- BootROM-Exploits für MT6735, MT6737, MT6750, MT6753, MT6797\n- MTKClient für Hardware-Level-Zugang\n- Erfolgsrate: 80%+ für Geräte 2015-2019\n\n### Samsung-Geräte\n- Ältere Knox-Implementierungen umgehbar\n- Emergency Dialer Exploits für Android 4.x\n- Erfolgsrate: 40-70% je nach Knox-Version\n\n### Pixel/Nexus-Geräte\n- Bootloader-Unlocking oft möglich\n- Fastboot-basierte Recovery-Installation\n- Erfolgsrate: 60-80% bei freigeschaltetem Bootloader\n\n# Troubleshooting\n\n## Problem: ADB erkennt Gerät nicht\n\n### Lösung: USB-Treiber und Berechtigungen\n```bash\n# Linux: USB-Berechtigungen prüfen\nlsusb | grep -i android\nsudo chmod 666 /dev/bus/usb/XXX/XXX\n\n# udev-Regeln erstellen\necho 'SUBSYSTEM==\"usb\", ATTR{idVendor}==\"18d1\", MODE=\"0666\", GROUP=\"plugdev\"' | sudo tee /etc/udev/rules.d/51-android.rules\nsudo udevadm control --reload-rules\n```\n\n### Windows: Treiber-Installation\n1. Geräte-Manager öffnen\n2. Android-Gerät mit Warnsymbol finden\n3. Treiber manuell installieren (Android USB Driver)\n\n## Problem: Verschlüsselte Android Backups\n\n### Lösung: Android Backup Extractor\n```bash\n# ADB Backup Extractor installieren\ngit clone https://github.com/nelenkov/android-backup-extractor.git\ncd android-backup-extractor\ngradle build\n\n# Backup entschlüsseln\njava -jar abe.jar unpack backup.ab backup.tar [password]\n```\n\n## Problem: Unzureichende Berechtigungen für Datenextraktion\n\n### Lösung: Alternative Extraktionsmethoden\n```bash\n# AFLogical OSE für begrenzte Extraktion ohne Root\n# WhatsApp Key/DB Extractor für spezifische Apps\n# Backup-basierte Extraktion als Fallback\n\n# Custom Recovery für erweiterten Zugang\nfastboot flash recovery twrp-device.img\n```\n\n## Problem: ALEAPP Parsing-Fehler\n\n### Lösung: Datenformat-Probleme beheben\n```bash\n# Log-Dateien prüfen\npython3 aleapp.py -t dir -i /path/to/data -o output --debug\n\n# Spezifische Parser deaktivieren\n# Manuelle SQLite-Analyse bei Parser-Fehlern\nsqlite3 database.db \".tables\"\nsqlite3 database.db \".schema table_name\"\n```\n\n# Erweiterte Techniken\n\n## Memory Forensics mit LiME\n\n### LiME für ARM-Devices kompilieren\n```bash\n# Cross-Compilation Setup\nexport ARCH=arm\nexport CROSS_COMPILE=arm-linux-gnueabi-\nexport KERNEL_DIR=/path/to/kernel/source\n\n# LiME Module kompilieren\ngit clone https://github.com/504ensicsLabs/LiME.git\ncd LiME/src\nmake\n\n# Memory Dump erstellen (Root erforderlich)\nadb push lime.ko /data/local/tmp/\nadb shell su -c \"insmod /data/local/tmp/lime.ko 'path=/sdcard/memory.lime format=lime'\"\n```\n\n### Volatility-Analyse von Android Memory\n```bash\n# Memory Dump analysieren\npython vol.py -f memory.lime --profile=Linux \u003Cprofile> linux.pslist\npython vol.py -f memory.lime --profile=Linux \u003Cprofile> linux.bash\npython vol.py -f memory.lime --profile=Linux \u003Cprofile> linux.netstat\n```\n\n## FRIDA-basierte Runtime-Analyse\n\n### FRIDA für Kryptographie-Hooks\n```javascript\n// crypto_hooks.js - SSL/TLS Traffic abfangen\nJava.perform(function() {\n var SSLContext = Java.use(\"javax.net.ssl.SSLContext\");\n SSLContext.init.overload('[Ljavax.net.ssl.KeyManager;', '[Ljavax.net.ssl.TrustManager;', 'java.security.SecureRandom').implementation = function(keyManagers, trustManagers, secureRandom) {\n console.log(\"[+] SSLContext.init() called\");\n this.init(keyManagers, trustManagers, secureRandom);\n };\n});\n```\n\n### FRIDA Installation und Verwendung\n```bash\n# FRIDA Server auf Android-Gerät installieren\nadb push frida-server /data/local/tmp/\nadb shell su -c \"chmod 755 /data/local/tmp/frida-server\"\nadb shell su -c \"/data/local/tmp/frida-server &\"\n\n# Script ausführen\nfrida -U -l crypto_hooks.js com.target.package\n```\n\n## Custom Recovery und Fastboot-Exploits\n\n### TWRP Installation für forensischen Zugang\n```bash\n# Bootloader entsperren (Herstellerabhängig)\nfastboot oem unlock\n# Oder\nfastboot flashing unlock\n\n# TWRP flashen\nfastboot flash recovery twrp-device.img\nfastboot boot twrp-device.img # Temporäre Installation\n\n# In TWRP: ADB-Zugang mit Root-Berechtigungen\nadb shell mount /system\nadb shell mount /data\n```\n\n### Partitions-Imaging mit dd\n```bash\n# Vollständige Partition-Liste\nadb shell cat /proc/partitions\n\n# Kritische Partitionen extrahieren\nadb shell dd if=/dev/block/bootdevice/by-name/system of=/external_sd/system.img\nadb shell dd if=/dev/block/bootdevice/by-name/userdata of=/external_sd/userdata.img\nadb shell dd if=/dev/block/bootdevice/by-name/boot of=/external_sd/boot.img\n```\n\n## SQLite Forensics und gelöschte Daten\n\n### Erweiterte SQLite-Analyse\n```bash\n# Freelist-Analyse für gelöschte Einträge\nsqlite3 database.db \"PRAGMA freelist_count;\"\nsqlite3 database.db \"PRAGMA page_size;\"\n\n# WAL-Datei Analyse\nsqlite3 database.db \"PRAGMA wal_checkpoint;\"\nstrings database.db-wal | grep -i \"search_term\"\n\n# Undark für Deleted Record Recovery\nundark database.db --freelist --export-csv\n```\n\n### Timeline-Rekonstruktion\n```bash\n# Autopsy Timeline-Generierung\n# Tools → Generate Timeline\n# Analyse von MAC-Times (Modified, Accessed, Created)\n\n# Plaso Timeline-Tools\nlog2timeline.py timeline.plaso /path/to/android/data/\npsort.py -o dynamic timeline.plaso\n```\n\n## Weiterführende Ressourcen\n\n### Dokumentation und Standards\n- [NIST SP 800-101 Rev. 1 - Mobile Device Forensics Guidelines](https://csrc.nist.gov/pubs/sp/800/101/r1/final)\n- [SANS FOR585 - Smartphone Forensics](https://www.sans.org/cyber-security-courses/advanced-smartphone-mobile-device-forensics/)\n- [ALEAPP GitHub Repository](https://github.com/abrignoni/ALEAPP)\n- [MVT Documentation](https://docs.mvt.re/en/latest/)\n\n### Community und Weiterbildung\n- [Autopsy User Documentation](https://sleuthkit.org/autopsy/docs/)\n- [Android Forensics References](https://github.com/impillar/AndroidReferences/blob/master/AndroidTools.md)\n- [Digital Forensics Framework Collection](https://github.com/mesquidar/ForensicsTools)\n\n### Spezialisierte Tools\n- [MTKClient für MediaTek Exploits](https://github.com/bkerler/mtkclient)\n- [Android Forensics Framework](https://github.com/nowsecure/android-forensics)\n- [Santoku Linux Mobile Forensics Distribution](https://santoku-linux.com/)\n\n---\n\n**Wichtiger Hinweis**: Diese Anleitung dient ausschließlich für autorisierte forensische Untersuchungen. Stellen Sie sicher, dass Sie über entsprechende rechtliche Befugnisse verfügen, bevor Sie diese Techniken anwenden. Bei Zweifeln konsultieren Sie Rechtsberatung.","src/content/knowledgebase/android-logical-imaging.md","0bb3f1d2c872d2bf",{"html":307,"metadata":308},"\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>Open-Source Android Forensik bietet robuste Alternativen zu kommerziellen Lösungen wie Cellebrite UFED und Magnet AXIOM. Besonders für ältere Android-Geräte (5+ Jahre) existieren bewährte Methoden zur Datenextraktion und -analyse.\u003C/p>\n\u003Ch2 id=\"kernkomponenten-des-open-source-forensik-stacks\">Kernkomponenten des Open-Source Forensik-Stacks\u003C/h2>\n\u003Cp>\u003Cstrong>Autopsy Digital Forensics Platform\u003C/strong> bildet das Fundament mit GUI-basierter Analyse und integrierten Android-Parsing-Fähigkeiten. Die Plattform unterstützt \u003Cstrong>ALEAPP (Android Logs Events And Protobuf Parser)\u003C/strong>, das über 100 Artefakt-Kategorien aus Android-Extraktionen parst.\u003C/p>\n\u003Cp>\u003Cstrong>Mobile Verification Toolkit (MVT)\u003C/strong> von Amnesty International bietet spezialisierte Command-Line-Tools für Android-Analyse mit Fokus auf Kompromittierungserkennung.\u003C/p>\n\u003Cp>\u003Cstrong>SIFT Workstation\u003C/strong> stellt eine komplette Ubuntu-basierte forensische Umgebung mit 125+ vorinstallierten Tools bereit.\u003C/p>\n\u003Ch2 id=\"erfolgsraten-nach-gerätealter\">Erfolgsraten nach Gerätealter\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Pre-2017 Geräte\u003C/strong>: 85-98% logische Extraktion, 30-70% physische Extraktion\u003C/li>\n\u003Cli>\u003Cstrong>2017-2019 Geräte\u003C/strong>: 80-95% logische Extraktion, 15-35% physische Extraktion\u003C/li>\n\u003Cli>\u003Cstrong>2020+ Geräte\u003C/strong>: 70-85% logische Extraktion, 5-15% physische Extraktion\u003C/li>\n\u003C/ul>\n\u003Ch1 id=\"installation\">Installation\u003C/h1>\n\u003Ch2 id=\"sift-workstation-setup\">SIFT Workstation Setup\u003C/h2>\n\u003Ch3 id=\"systemanforderungen\">Systemanforderungen\u003C/h3>\n\u003Cul>\n\u003Cli>Quad-Core CPU 2.5GHz+\u003C/li>\n\u003Cli>16GB+ RAM\u003C/li>\n\u003Cli>500GB+ SSD Speicher\u003C/li>\n\u003Cli>USB 3.0+ Anschlüsse\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"installation-1\">Installation\u003C/h3>\n\u003Col>\n\u003Cli>Download von \u003Ca href=\"https://www.sans.org/tools/sift-workstation/\">SANS SIFT Workstation\u003C/a>\u003C/li>\n\u003Cli>VMware/VirtualBox Import der OVA-Datei\u003C/li>\n\u003Cli>VM-Konfiguration: 8GB+ RAM, 4+ CPU-Kerne\u003C/li>\n\u003C/ol>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Update nach Installation\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> upgrade\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -y\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> sift\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"autopsy-installation\">Autopsy Installation\u003C/h2>\n\u003Ch3 id=\"windows-installation\">Windows Installation\u003C/h3>\n\u003Col>\n\u003Cli>Download von \u003Ca href=\"https://www.autopsy.com/\">autopsy.com\u003C/a>\u003C/li>\n\u003Cli>Java 8+ Installation erforderlich\u003C/li>\n\u003Cli>Installation mit Administratorrechten\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"linux-installation\">Linux Installation\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Ubuntu/Debian\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> autopsy\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> sleuthkit\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Oder manueller Download und Installation\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">wget\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/sleuthkit/autopsy/releases/latest\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"essential-tools-installation\">Essential Tools Installation\u003C/h2>\n\u003Ch3 id=\"android-debug-bridge-adb\">Android Debug Bridge (ADB)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Ubuntu/Debian\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> android-tools-adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> android-tools-fastboot\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Windows - Download Android Platform Tools\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># https://developer.android.com/studio/releases/platform-tools\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"aleapp-installation\">ALEAPP Installation\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/abrignoni/ALEAPP.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> ALEAPP\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">pip3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -r\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> requirements.txt\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"mobile-verification-toolkit-mvt\">Mobile Verification Toolkit (MVT)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">pip3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mvt\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Oder via GitHub für neueste Version\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/mvt-project/mvt.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mvt\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">pip3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> .\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"andriller-installation\">Andriller Installation\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/den4uk/andriller.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> andriller\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">pip3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -r\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> requirements.txt\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch1 id=\"konfiguration\">Konfiguration\u003C/h1>\n\u003Ch2 id=\"adb-setup-und-gerätevorbereitung\">ADB Setup und Gerätevorbereitung\u003C/h2>\n\u003Ch3 id=\"usb-debugging-aktivieren\">USB-Debugging aktivieren\u003C/h3>\n\u003Col>\n\u003Cli>Entwickleroptionen freischalten (7x Build-Nummer antippen)\u003C/li>\n\u003Cli>USB-Debugging aktivieren\u003C/li>\n\u003Cli>Gerät via USB verbinden\u003C/li>\n\u003Cli>RSA-Fingerprint akzeptieren\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"adb-verbindung-testen\">ADB Verbindung testen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> devices\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Sollte Gerät mit \"device\" Status zeigen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> getprop\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> ro.build.version.release\u003C/span>\u003Cspan style=\"color:#6A737D\"> # Android Version\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> getprop\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> ro.product.model\u003C/span>\u003Cspan style=\"color:#6A737D\"> # Gerätemodell\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"autopsy-projektkonfiguration\">Autopsy Projektkonfiguration\u003C/h2>\n\u003Ch3 id=\"case-setup\">Case-Setup\u003C/h3>\n\u003Col>\n\u003Cli>Neuen Fall erstellen\u003C/li>\n\u003Cli>Ermittler-Informationen eingeben\u003C/li>\n\u003Cli>Case-Verzeichnis festlegen (ausreichend Speicherplatz)\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"android-analyzer-module-aktivieren\">Android Analyzer Module aktivieren\u003C/h3>\n\u003Cul>\n\u003Cli>Tools → Options → Modules\u003C/li>\n\u003Cli>Android Analyzer aktivieren\u003C/li>\n\u003Cli>ALEAPP Integration konfigurieren\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"hash-algorithmen-konfigurieren\">Hash-Algorithmen konfigurieren\u003C/h3>\n\u003Cul>\n\u003Cli>MD5, SHA-1, SHA-256 für Integritätsprüfung\u003C/li>\n\u003Cli>Automatische Hash-Berechnung bei Import aktivieren\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"mvt-konfiguration\">MVT Konfiguration\u003C/h2>\n\u003Ch3 id=\"konfigurationsdatei-erstellen\">Konfigurationsdatei erstellen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"yaml\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># ~/.mvt/config.yaml\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#85E89D\">adb_path\u003C/span>\u003Cspan style=\"color:#E1E4E8\">: \u003C/span>\u003Cspan style=\"color:#9ECBFF\">\"/usr/bin/adb\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#85E89D\">output_folder\u003C/span>\u003Cspan style=\"color:#E1E4E8\">: \u003C/span>\u003Cspan style=\"color:#9ECBFF\">\"/home/user/mvt_output\"\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch1 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h1>\n\u003Ch2 id=\"fall-1-logische-datenextraktion-mit-adb\">Fall 1: Logische Datenextraktion mit ADB\u003C/h2>\n\u003Ch3 id=\"geräteinformationen-sammeln\">Geräteinformationen sammeln\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Systeminfo\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> getprop\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> device_properties.txt\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> cat\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /proc/version\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> kernel_info.txt\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mount\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mount_info.txt\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Installierte Apps\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pm\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> list\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> packages\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> installed_packages.txt\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"datenbank-extraktion\">Datenbank-Extraktion\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># SMS/MMS Datenbank\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/data/com.android.providers.telephony/databases/mmssms.db\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Kontakte\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/data/com.android.providers.contacts/databases/contacts2.db\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Anrufliste \u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/data/com.android.providers.contacts/databases/calllog.db\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"whatsapp-datenextraktion\">WhatsApp Datenextraktion\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># WhatsApp Datenbanken (Root erforderlich)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"cp -r /data/data/com.whatsapp/ /sdcard/whatsapp_backup/\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /sdcard/whatsapp_backup/\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"fall-2-android-backup-analyse\">Fall 2: Android Backup-Analyse\u003C/h2>\n\u003Ch3 id=\"vollständiges-backup-erstellen\">Vollständiges Backup erstellen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Umfassendes Backup (ohne Root)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -all\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -system\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -apk\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -shared\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.ab\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Backup entschlüsseln (falls verschlüsselt)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">java\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -jar\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> abe.jar\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unpack\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.ab\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.tar\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">tar\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -xf\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.tar\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"backup-mit-aleapp-analysieren\">Backup mit ALEAPP analysieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> aleappGUI.py\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Oder Command-Line\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> aleapp.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -t\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> tar\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -i\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.tar\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -o\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> output_folder\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"fall-3-mvt-kompromittierungsanalyse\">Fall 3: MVT Kompromittierungsanalyse\u003C/h2>\n\u003Ch3 id=\"live-geräteanalyse\">Live-Geräteanalyse\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># ADB-basierte Analyse\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">mvt-android\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> check-adb\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --output\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/output/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Backup-Analyse\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">mvt-android\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> check-backup\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --output\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/output/\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.ab\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"ioc-suche-mit-pegasus-indikatoren\">IOC-Suche mit Pegasus-Indikatoren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Mit vorgefertigten IOCs\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">mvt-android\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> check-adb\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --iocs\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/pegasus.stix2\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --output\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> results/\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"fall-4-physische-extraktion-root-erforderlich\">Fall 4: Physische Extraktion (Root erforderlich)\u003C/h2>\n\u003Ch3 id=\"device-rooting---mediatek-geräte\">Device Rooting - MediaTek Geräte\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># MTKClient für MediaTek-Chipsets\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/bkerler/mtkclient.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mtkclient\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mtk\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> payload\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Nach erfolgreichem Root\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"vollständiges-memory-dump\">Vollständiges Memory Dump\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Partitionslayout ermitteln\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"cat /proc/partitions\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"ls -la /dev/block/\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Vollständiges Device Image (Root erforderlich)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"dd if=/dev/block/mmcblk0 of=/sdcard/full_device.img bs=4096\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /sdcard/full_device.img\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch1 id=\"best-practices\">Best Practices\u003C/h1>\n\u003Ch2 id=\"rechtliche-compliance\">Rechtliche Compliance\u003C/h2>\n\u003Ch3 id=\"dokumentation-und-chain-of-custody\">Dokumentation und Chain of Custody\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Cstrong>Vollständige Dokumentation\u003C/strong>: Wer, Was, Wann, Wo, Warum\u003C/li>\n\u003Cli>\u003Cstrong>Hash-Verifikation\u003C/strong>: MD5/SHA-256 für alle extrahierten Daten\u003C/li>\n\u003Cli>\u003Cstrong>Nur forensische Kopien analysieren\u003C/strong>, niemals Originaldaten\u003C/li>\n\u003Cli>\u003Cstrong>Schriftliche Genehmigung\u003C/strong> für Geräteanalyse einholen\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"familiengeräte-und-nachlässe\">Familiengeräte und Nachlässe\u003C/h3>\n\u003Cul>\n\u003Cli>Genehmigung durch Nachlassverwalter erforderlich\u003C/li>\n\u003Cli>Gerichtsbeschlüsse für Cloud-Zugang eventuell nötig\u003C/li>\n\u003Cli>Drittpartei-Kommunikation kann weiterhin geschützt sein\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"technische-best-practices\">Technische Best Practices\u003C/h2>\n\u003Ch3 id=\"hash-integrität-sicherstellen\">Hash-Integrität sicherstellen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Hash vor und nach Transfer prüfen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">md5sum\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> original_file.db\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sha256sum\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> original_file.db\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Hash-Verifikation dokumentieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">echo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"$(\u003C/span>\u003Cspan style=\"color:#B392F0\">date\u003C/span>\u003Cspan style=\"color:#9ECBFF\">): MD5: $(\u003C/span>\u003Cspan style=\"color:#B392F0\">md5sum\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> file.db)\"\u003C/span>\u003Cspan style=\"color:#F97583\"> >>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> chain_of_custody.log\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"sichere-arbeitsumgebung\">Sichere Arbeitsumgebung\u003C/h3>\n\u003Cul>\n\u003Cli>Isolierte VM für Forensik-Arbeit\u003C/li>\n\u003Cli>Netzwerk-Isolation während Analyse\u003C/li>\n\u003Cli>Verschlüsselte Speicherung aller Evidenz\u003C/li>\n\u003Cli>Regelmäßige Backups der Case-Datenbanken\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"qualitätssicherung\">Qualitätssicherung\u003C/h3>\n\u003Cul>\n\u003Cli>Peer-Review kritischer Analysen\u003C/li>\n\u003Cli>Standardisierte Arbeitsabläufe (SOPs)\u003C/li>\n\u003Cli>Regelmäßige Tool-Validierung\u003C/li>\n\u003Cli>Kontinuierliche Weiterbildung\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"erfolgsmaximierung-nach-gerätehersteller\">Erfolgsmaximierung nach Gerätehersteller\u003C/h2>\n\u003Ch3 id=\"mediatek-geräte-höchste-erfolgsrate\">MediaTek-Geräte (Höchste Erfolgsrate)\u003C/h3>\n\u003Cul>\n\u003Cli>BootROM-Exploits für MT6735, MT6737, MT6750, MT6753, MT6797\u003C/li>\n\u003Cli>MTKClient für Hardware-Level-Zugang\u003C/li>\n\u003Cli>Erfolgsrate: 80%+ für Geräte 2015-2019\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"samsung-geräte\">Samsung-Geräte\u003C/h3>\n\u003Cul>\n\u003Cli>Ältere Knox-Implementierungen umgehbar\u003C/li>\n\u003Cli>Emergency Dialer Exploits für Android 4.x\u003C/li>\n\u003Cli>Erfolgsrate: 40-70% je nach Knox-Version\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"pixelnexus-geräte\">Pixel/Nexus-Geräte\u003C/h3>\n\u003Cul>\n\u003Cli>Bootloader-Unlocking oft möglich\u003C/li>\n\u003Cli>Fastboot-basierte Recovery-Installation\u003C/li>\n\u003Cli>Erfolgsrate: 60-80% bei freigeschaltetem Bootloader\u003C/li>\n\u003C/ul>\n\u003Ch1 id=\"troubleshooting\">Troubleshooting\u003C/h1>\n\u003Ch2 id=\"problem-adb-erkennt-gerät-nicht\">Problem: ADB erkennt Gerät nicht\u003C/h2>\n\u003Ch3 id=\"lösung-usb-treiber-und-berechtigungen\">Lösung: USB-Treiber und Berechtigungen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Linux: USB-Berechtigungen prüfen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">lsusb\u003C/span>\u003Cspan style=\"color:#F97583\"> |\u003C/span>\u003Cspan style=\"color:#B392F0\"> grep\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -i\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> android\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> chmod\u003C/span>\u003Cspan style=\"color:#79B8FF\"> 666\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /dev/bus/usb/XXX/XXX\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># udev-Regeln erstellen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">echo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 'SUBSYSTEM==\"usb\", ATTR{idVendor}==\"18d1\", MODE=\"0666\", GROUP=\"plugdev\"'\u003C/span>\u003Cspan style=\"color:#F97583\"> |\u003C/span>\u003Cspan style=\"color:#B392F0\"> sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> tee\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /etc/udev/rules.d/51-android.rules\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> udevadm\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> control\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --reload-rules\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"windows-treiber-installation\">Windows: Treiber-Installation\u003C/h3>\n\u003Col>\n\u003Cli>Geräte-Manager öffnen\u003C/li>\n\u003Cli>Android-Gerät mit Warnsymbol finden\u003C/li>\n\u003Cli>Treiber manuell installieren (Android USB Driver)\u003C/li>\n\u003C/ol>\n\u003Ch2 id=\"problem-verschlüsselte-android-backups\">Problem: Verschlüsselte Android Backups\u003C/h2>\n\u003Ch3 id=\"lösung-android-backup-extractor\">Lösung: Android Backup Extractor\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># ADB Backup Extractor installieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/nelenkov/android-backup-extractor.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> android-backup-extractor\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">gradle\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> build\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Backup entschlüsseln\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">java\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -jar\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> abe.jar\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unpack\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.ab\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.tar\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> [password]\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"problem-unzureichende-berechtigungen-für-datenextraktion\">Problem: Unzureichende Berechtigungen für Datenextraktion\u003C/h2>\n\u003Ch3 id=\"lösung-alternative-extraktionsmethoden\">Lösung: Alternative Extraktionsmethoden\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># AFLogical OSE für begrenzte Extraktion ohne Root\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># WhatsApp Key/DB Extractor für spezifische Apps\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Backup-basierte Extraktion als Fallback\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Custom Recovery für erweiterten Zugang\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> flash\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> recovery\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> twrp-device.img\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"problem-aleapp-parsing-fehler\">Problem: ALEAPP Parsing-Fehler\u003C/h2>\n\u003Ch3 id=\"lösung-datenformat-probleme-beheben\">Lösung: Datenformat-Probleme beheben\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Log-Dateien prüfen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> aleapp.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -t\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dir\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -i\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/data\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -o\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> output\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --debug\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Spezifische Parser deaktivieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Manuelle SQLite-Analyse bei Parser-Fehlern\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \".tables\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \".schema table_name\"\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch1 id=\"erweiterte-techniken\">Erweiterte Techniken\u003C/h1>\n\u003Ch2 id=\"memory-forensics-mit-lime\">Memory Forensics mit LiME\u003C/h2>\n\u003Ch3 id=\"lime-für-arm-devices-kompilieren\">LiME für ARM-Devices kompilieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Cross-Compilation Setup\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\">export\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> ARCH\u003C/span>\u003Cspan style=\"color:#F97583\">=\u003C/span>\u003Cspan style=\"color:#E1E4E8\">arm\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\">export\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> CROSS_COMPILE\u003C/span>\u003Cspan style=\"color:#F97583\">=\u003C/span>\u003Cspan style=\"color:#E1E4E8\">arm-linux-gnueabi-\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\">export\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> KERNEL_DIR\u003C/span>\u003Cspan style=\"color:#F97583\">=\u003C/span>\u003Cspan style=\"color:#E1E4E8\">/path/to/kernel/source\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># LiME Module kompilieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/504ensicsLabs/LiME.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> LiME/src\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">make\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Memory Dump erstellen (Root erforderlich)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> push\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> lime.ko\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/local/tmp/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"insmod /data/local/tmp/lime.ko 'path=/sdcard/memory.lime format=lime'\"\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"volatility-analyse-von-android-memory\">Volatility-Analyse von Android Memory\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Memory Dump analysieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> vol.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> memory.lime\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --profile=Linux\u003C/span>\u003Cspan style=\"color:#F97583\"> <\u003C/span>\u003Cspan style=\"color:#9ECBFF\">profil\u003C/span>\u003Cspan style=\"color:#E1E4E8\">e\u003C/span>\u003Cspan style=\"color:#F97583\">>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> linux.pslist\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> vol.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> memory.lime\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --profile=Linux\u003C/span>\u003Cspan style=\"color:#F97583\"> <\u003C/span>\u003Cspan style=\"color:#9ECBFF\">profil\u003C/span>\u003Cspan style=\"color:#E1E4E8\">e\u003C/span>\u003Cspan style=\"color:#F97583\">>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> linux.bash\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> vol.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> memory.lime\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --profile=Linux\u003C/span>\u003Cspan style=\"color:#F97583\"> <\u003C/span>\u003Cspan style=\"color:#9ECBFF\">profil\u003C/span>\u003Cspan style=\"color:#E1E4E8\">e\u003C/span>\u003Cspan style=\"color:#F97583\">>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> linux.netstat\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"frida-basierte-runtime-analyse\">FRIDA-basierte Runtime-Analyse\u003C/h2>\n\u003Ch3 id=\"frida-für-kryptographie-hooks\">FRIDA für Kryptographie-Hooks\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"javascript\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\">// crypto_hooks.js - SSL/TLS Traffic abfangen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\">Java.\u003C/span>\u003Cspan style=\"color:#B392F0\">perform\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#F97583\">function\u003C/span>\u003Cspan style=\"color:#E1E4E8\">() {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\"> var\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> SSLContext \u003C/span>\u003Cspan style=\"color:#F97583\">=\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> Java.\u003C/span>\u003Cspan style=\"color:#B392F0\">use\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#9ECBFF\">\"javax.net.ssl.SSLContext\"\u003C/span>\u003Cspan style=\"color:#E1E4E8\">);\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\"> SSLContext.init.\u003C/span>\u003Cspan style=\"color:#B392F0\">overload\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#9ECBFF\">'[Ljavax.net.ssl.KeyManager;'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">, \u003C/span>\u003Cspan style=\"color:#9ECBFF\">'[Ljavax.net.ssl.TrustManager;'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">, \u003C/span>\u003Cspan style=\"color:#9ECBFF\">'java.security.SecureRandom'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">).\u003C/span>\u003Cspan style=\"color:#B392F0\">implementation\u003C/span>\u003Cspan style=\"color:#F97583\"> =\u003C/span>\u003Cspan style=\"color:#F97583\"> function\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#FFAB70\">keyManagers\u003C/span>\u003Cspan style=\"color:#E1E4E8\">, \u003C/span>\u003Cspan style=\"color:#FFAB70\">trustManagers\u003C/span>\u003Cspan style=\"color:#E1E4E8\">, \u003C/span>\u003Cspan style=\"color:#FFAB70\">secureRandom\u003C/span>\u003Cspan style=\"color:#E1E4E8\">) {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\"> console.\u003C/span>\u003Cspan style=\"color:#B392F0\">log\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#9ECBFF\">\"[+] SSLContext.init() called\"\u003C/span>\u003Cspan style=\"color:#E1E4E8\">);\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\"> this\u003C/span>\u003Cspan style=\"color:#E1E4E8\">.\u003C/span>\u003Cspan style=\"color:#B392F0\">init\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(keyManagers, trustManagers, secureRandom);\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\"> };\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"frida-installation-und-verwendung\">FRIDA Installation und Verwendung\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># FRIDA Server auf Android-Gerät installieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> push\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> frida-server\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/local/tmp/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"chmod 755 /data/local/tmp/frida-server\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"/data/local/tmp/frida-server &\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Script ausführen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">frida\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -U\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -l\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> crypto_hooks.js\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> com.target.package\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"custom-recovery-und-fastboot-exploits\">Custom Recovery und Fastboot-Exploits\u003C/h2>\n\u003Ch3 id=\"twrp-installation-für-forensischen-zugang\">TWRP Installation für forensischen Zugang\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Bootloader entsperren (Herstellerabhängig)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> oem\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unlock\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Oder\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> flashing\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unlock\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># TWRP flashen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> flash\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> recovery\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> twrp-device.img\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> boot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> twrp-device.img\u003C/span>\u003Cspan style=\"color:#6A737D\"> # Temporäre Installation\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># In TWRP: ADB-Zugang mit Root-Berechtigungen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mount\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /system\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mount\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"partitions-imaging-mit-dd\">Partitions-Imaging mit dd\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Vollständige Partition-Liste\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> cat\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /proc/partitions\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Kritische Partitionen extrahieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> if=/dev/block/bootdevice/by-name/system\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> of=/external_sd/system.img\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> if=/dev/block/bootdevice/by-name/userdata\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> of=/external_sd/userdata.img\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> if=/dev/block/bootdevice/by-name/boot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> of=/external_sd/boot.img\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"sqlite-forensics-und-gelöschte-daten\">SQLite Forensics und gelöschte Daten\u003C/h2>\n\u003Ch3 id=\"erweiterte-sqlite-analyse\">Erweiterte SQLite-Analyse\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Freelist-Analyse für gelöschte Einträge\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"PRAGMA freelist_count;\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"PRAGMA page_size;\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># WAL-Datei Analyse\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"PRAGMA wal_checkpoint;\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">strings\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db-wal\u003C/span>\u003Cspan style=\"color:#F97583\"> |\u003C/span>\u003Cspan style=\"color:#B392F0\"> grep\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -i\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"search_term\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Undark für Deleted Record Recovery\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">undark\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --freelist\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --export-csv\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"timeline-rekonstruktion\">Timeline-Rekonstruktion\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Autopsy Timeline-Generierung\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Tools → Generate Timeline\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Analyse von MAC-Times (Modified, Accessed, Created)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Plaso Timeline-Tools\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">log2timeline.py\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> timeline.plaso\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/android/data/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">psort.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -o\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dynamic\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> timeline.plaso\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"weiterführende-ressourcen\">Weiterführende Ressourcen\u003C/h2>\n\u003Ch3 id=\"dokumentation-und-standards\">Dokumentation und Standards\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Ca href=\"https://csrc.nist.gov/pubs/sp/800/101/r1/final\">NIST SP 800-101 Rev. 1 - Mobile Device Forensics Guidelines\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://www.sans.org/cyber-security-courses/advanced-smartphone-mobile-device-forensics/\">SANS FOR585 - Smartphone Forensics\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://github.com/abrignoni/ALEAPP\">ALEAPP GitHub Repository\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://docs.mvt.re/en/latest/\">MVT Documentation\u003C/a>\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"community-und-weiterbildung\">Community und Weiterbildung\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Ca href=\"https://sleuthkit.org/autopsy/docs/\">Autopsy User Documentation\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://github.com/impillar/AndroidReferences/blob/master/AndroidTools.md\">Android Forensics References\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://github.com/mesquidar/ForensicsTools\">Digital Forensics Framework Collection\u003C/a>\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"spezialisierte-tools\">Spezialisierte Tools\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Ca href=\"https://github.com/bkerler/mtkclient\">MTKClient für MediaTek Exploits\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://github.com/nowsecure/android-forensics\">Android Forensics Framework\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://santoku-linux.com/\">Santoku Linux Mobile Forensics Distribution\u003C/a>\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cp>\u003Cstrong>Wichtiger Hinweis\u003C/strong>: Diese Anleitung dient ausschließlich für autorisierte forensische Untersuchungen. Stellen Sie sicher, dass Sie über entsprechende rechtliche Befugnisse verfügen, bevor Sie diese Techniken anwenden. Bei Zweifeln konsultieren Sie Rechtsberatung.\u003C/p>",{"headings":309,"localImagePaths":531,"remoteImagePaths":532,"frontmatter":290,"imagePaths":533},[310,311,314,317,318,321,324,326,329,332,335,338,341,344,347,350,351,354,357,360,363,366,369,372,375,378,379,382,385,388,391,394,397,400,403,406,409,412,415,418,419,422,425,428,431,434,437,440,443,446,449,452,453,456,459,462,465,468,471,474,477,480,483,486,489,492,495,498,501,504,507,510,513,516,519,522,525,528],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":312,"text":313},"kernkomponenten-des-open-source-forensik-stacks","Kernkomponenten des Open-Source Forensik-Stacks",{"depth":47,"slug":315,"text":316},"erfolgsraten-nach-gerätealter","Erfolgsraten nach Gerätealter",{"depth":43,"slug":48,"text":49},{"depth":47,"slug":319,"text":320},"sift-workstation-setup","SIFT Workstation Setup",{"depth":51,"slug":322,"text":323},"systemanforderungen","Systemanforderungen",{"depth":51,"slug":325,"text":49},"installation-1",{"depth":47,"slug":327,"text":328},"autopsy-installation","Autopsy Installation",{"depth":51,"slug":330,"text":331},"windows-installation","Windows Installation",{"depth":51,"slug":333,"text":334},"linux-installation","Linux Installation",{"depth":47,"slug":336,"text":337},"essential-tools-installation","Essential Tools Installation",{"depth":51,"slug":339,"text":340},"android-debug-bridge-adb","Android Debug Bridge (ADB)",{"depth":51,"slug":342,"text":343},"aleapp-installation","ALEAPP Installation",{"depth":51,"slug":345,"text":346},"mobile-verification-toolkit-mvt","Mobile Verification Toolkit (MVT)",{"depth":51,"slug":348,"text":349},"andriller-installation","Andriller Installation",{"depth":43,"slug":58,"text":59},{"depth":47,"slug":352,"text":353},"adb-setup-und-gerätevorbereitung","ADB Setup und Gerätevorbereitung",{"depth":51,"slug":355,"text":356},"usb-debugging-aktivieren","USB-Debugging aktivieren",{"depth":51,"slug":358,"text":359},"adb-verbindung-testen","ADB Verbindung testen",{"depth":47,"slug":361,"text":362},"autopsy-projektkonfiguration","Autopsy Projektkonfiguration",{"depth":51,"slug":364,"text":365},"case-setup","Case-Setup",{"depth":51,"slug":367,"text":368},"android-analyzer-module-aktivieren","Android Analyzer Module aktivieren",{"depth":51,"slug":370,"text":371},"hash-algorithmen-konfigurieren","Hash-Algorithmen konfigurieren",{"depth":47,"slug":373,"text":374},"mvt-konfiguration","MVT Konfiguration",{"depth":51,"slug":376,"text":377},"konfigurationsdatei-erstellen","Konfigurationsdatei erstellen",{"depth":43,"slug":70,"text":71},{"depth":47,"slug":380,"text":381},"fall-1-logische-datenextraktion-mit-adb","Fall 1: Logische Datenextraktion mit ADB",{"depth":51,"slug":383,"text":384},"geräteinformationen-sammeln","Geräteinformationen sammeln",{"depth":51,"slug":386,"text":387},"datenbank-extraktion","Datenbank-Extraktion",{"depth":51,"slug":389,"text":390},"whatsapp-datenextraktion","WhatsApp Datenextraktion",{"depth":47,"slug":392,"text":393},"fall-2-android-backup-analyse","Fall 2: Android Backup-Analyse",{"depth":51,"slug":395,"text":396},"vollständiges-backup-erstellen","Vollständiges Backup erstellen",{"depth":51,"slug":398,"text":399},"backup-mit-aleapp-analysieren","Backup mit ALEAPP analysieren",{"depth":47,"slug":401,"text":402},"fall-3-mvt-kompromittierungsanalyse","Fall 3: MVT Kompromittierungsanalyse",{"depth":51,"slug":404,"text":405},"live-geräteanalyse","Live-Geräteanalyse",{"depth":51,"slug":407,"text":408},"ioc-suche-mit-pegasus-indikatoren","IOC-Suche mit Pegasus-Indikatoren",{"depth":47,"slug":410,"text":411},"fall-4-physische-extraktion-root-erforderlich","Fall 4: Physische Extraktion (Root erforderlich)",{"depth":51,"slug":413,"text":414},"device-rooting---mediatek-geräte","Device Rooting - MediaTek Geräte",{"depth":51,"slug":416,"text":417},"vollständiges-memory-dump","Vollständiges Memory Dump",{"depth":43,"slug":79,"text":80},{"depth":47,"slug":420,"text":421},"rechtliche-compliance","Rechtliche Compliance",{"depth":51,"slug":423,"text":424},"dokumentation-und-chain-of-custody","Dokumentation und Chain of Custody",{"depth":51,"slug":426,"text":427},"familiengeräte-und-nachlässe","Familiengeräte und Nachlässe",{"depth":47,"slug":429,"text":430},"technische-best-practices","Technische Best Practices",{"depth":51,"slug":432,"text":433},"hash-integrität-sicherstellen","Hash-Integrität sicherstellen",{"depth":51,"slug":435,"text":436},"sichere-arbeitsumgebung","Sichere Arbeitsumgebung",{"depth":51,"slug":438,"text":439},"qualitätssicherung","Qualitätssicherung",{"depth":47,"slug":441,"text":442},"erfolgsmaximierung-nach-gerätehersteller","Erfolgsmaximierung nach Gerätehersteller",{"depth":51,"slug":444,"text":445},"mediatek-geräte-höchste-erfolgsrate","MediaTek-Geräte (Höchste Erfolgsrate)",{"depth":51,"slug":447,"text":448},"samsung-geräte","Samsung-Geräte",{"depth":51,"slug":450,"text":451},"pixelnexus-geräte","Pixel/Nexus-Geräte",{"depth":43,"slug":82,"text":83},{"depth":47,"slug":454,"text":455},"problem-adb-erkennt-gerät-nicht","Problem: ADB erkennt Gerät nicht",{"depth":51,"slug":457,"text":458},"lösung-usb-treiber-und-berechtigungen","Lösung: USB-Treiber und Berechtigungen",{"depth":51,"slug":460,"text":461},"windows-treiber-installation","Windows: Treiber-Installation",{"depth":47,"slug":463,"text":464},"problem-verschlüsselte-android-backups","Problem: Verschlüsselte Android Backups",{"depth":51,"slug":466,"text":467},"lösung-android-backup-extractor","Lösung: Android Backup Extractor",{"depth":47,"slug":469,"text":470},"problem-unzureichende-berechtigungen-für-datenextraktion","Problem: Unzureichende Berechtigungen für Datenextraktion",{"depth":51,"slug":472,"text":473},"lösung-alternative-extraktionsmethoden","Lösung: Alternative Extraktionsmethoden",{"depth":47,"slug":475,"text":476},"problem-aleapp-parsing-fehler","Problem: ALEAPP Parsing-Fehler",{"depth":51,"slug":478,"text":479},"lösung-datenformat-probleme-beheben","Lösung: Datenformat-Probleme beheben",{"depth":43,"slug":481,"text":482},"erweiterte-techniken","Erweiterte Techniken",{"depth":47,"slug":484,"text":485},"memory-forensics-mit-lime","Memory Forensics mit LiME",{"depth":51,"slug":487,"text":488},"lime-für-arm-devices-kompilieren","LiME für ARM-Devices kompilieren",{"depth":51,"slug":490,"text":491},"volatility-analyse-von-android-memory","Volatility-Analyse von Android Memory",{"depth":47,"slug":493,"text":494},"frida-basierte-runtime-analyse","FRIDA-basierte Runtime-Analyse",{"depth":51,"slug":496,"text":497},"frida-für-kryptographie-hooks","FRIDA für Kryptographie-Hooks",{"depth":51,"slug":499,"text":500},"frida-installation-und-verwendung","FRIDA Installation und Verwendung",{"depth":47,"slug":502,"text":503},"custom-recovery-und-fastboot-exploits","Custom Recovery und Fastboot-Exploits",{"depth":51,"slug":505,"text":506},"twrp-installation-für-forensischen-zugang","TWRP Installation für forensischen Zugang",{"depth":51,"slug":508,"text":509},"partitions-imaging-mit-dd","Partitions-Imaging mit dd",{"depth":47,"slug":511,"text":512},"sqlite-forensics-und-gelöschte-daten","SQLite Forensics und gelöschte Daten",{"depth":51,"slug":514,"text":515},"erweiterte-sqlite-analyse","Erweiterte SQLite-Analyse",{"depth":51,"slug":517,"text":518},"timeline-rekonstruktion","Timeline-Rekonstruktion",{"depth":47,"slug":520,"text":521},"weiterführende-ressourcen","Weiterführende Ressourcen",{"depth":51,"slug":523,"text":524},"dokumentation-und-standards","Dokumentation und Standards",{"depth":51,"slug":526,"text":527},"community-und-weiterbildung","Community und Weiterbildung",{"depth":51,"slug":529,"text":530},"spezialisierte-tools","Spezialisierte Tools",[],[],[],"android-logical-imaging.md","nextcloud",{"id":535,"data":537,"body":551,"filePath":552,"digest":553,"rendered":554,"legacyId":590},{"title":538,"tool_name":539,"description":540,"last_updated":541,"author":16,"difficulty":542,"categories":543,"tags":545,"sections":550,"review_status":34},"Nextcloud - Sichere Kollaborationsplattform","Nextcloud","Detaillierte Anleitung und Best Practices für Nextcloud in forensischen Einsatzszenarien",["Date","2025-07-20T00:00:00.000Z"],"novice",[544],"collaboration-general",[25,546,547,27,548,549],"collaboration","file-sharing","encryption","document-management",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":33},"> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\nNextcloud ist eine Open-Source-Cloud-Suite, die speziell für die sichere Zusammenarbeit entwickelt wurde. Sie eignet sich ideal für forensische Teams, da sie eine DSGVO-konforme Umgebung mit verschlüsselter Dateiablage, Office-Integration und Videokonferenzen bereitstellt. Zusätzlich bietet Nextcloud einen integrierten SSO-Provider, der das Identitätsmanagement für andere forensische Tools stark vereinfacht.\n\nSkalierbar von kleinen Raspberry-Pi-Installationen bis hin zu hochverfügbaren Multi-Node-Setups.\n\n- **Website:** [nextcloud.com](https://nextcloud.com/)\n- **Demo/Projektinstanz:** [cloud.cc24.dev](https://cloud.cc24.dev)\n- **Statusseite:** [Mikoshi Status](https://status.mikoshi.de/api/badge/11/status)\n- **Lizenz:** AGPL-3.0\n\n---\n\n## Installation\n\n### Voraussetzungen\n\n- Linux-Server oder Raspberry Pi\n- PHP 8.1 oder höher\n- MariaDB/PostgreSQL\n- Webserver (Apache/Nginx)\n- SSL-Zertifikat (empfohlen: Let's Encrypt)\n\n### Installationsschritte (Ubuntu Beispiel)\n\n```bash\nsudo apt update && sudo apt upgrade\nsudo apt install apache2 mariadb-server libapache2-mod-php php php-mysql \\\n php-gd php-xml php-mbstring php-curl php-zip php-intl php-bcmath unzip\n\nwget https://download.nextcloud.com/server/releases/latest.zip\nunzip latest.zip -d /var/www/\nchown -R www-data:www-data /var/www/nextcloud\n````\n\nDanach den Web-Installer im Browser aufrufen (`https://\u003Cyour-domain>/nextcloud`) und Setup abschließen.\n\n## Konfiguration\n\n* **Trusted Domains** in `config.php` definieren\n* SSO mit OpenID Connect aktivieren\n* Dateiverschlüsselung aktivieren (`Settings → Security`)\n* Benutzer und Gruppen über LDAP oder SAML integrieren\n\n## Verwendungsbeispiele\n\n### Gemeinsame Fallbearbeitung\n\n1. Ermittlungsordner als geteiltes Gruppenverzeichnis anlegen\n2. Versionierung und Kommentare zu forensischen Berichten aktivieren\n3. Vorschau für Office-Dateien, PDFs und Bilder direkt im Browser nutzen\n\n### Videokonferenzen mit \"Nextcloud Talk\"\n\n* Sichere Kommunikation zwischen Ermittlern und Sachverständigen\n* Ende-zu-Ende-verschlüsselt\n* Bildschirmfreigabe möglich\n\n### Automatischer Dateiimport per API\n\n* REST-Schnittstelle nutzen, um z. B. automatisch Logdateien oder Exportdaten hochzuladen\n* Ideal für Anbindung an SIEM, DLP oder Analyse-Pipelines\n\n## Best Practices\n\n* Zwei-Faktor-Authentifizierung aktivieren\n* Tägliche Backups der Datenbank und Datenstruktur\n* Nutzung von OnlyOffice oder Collabora für revisionssichere Dokumentenbearbeitung\n* Zugriff regelmäßig überprüfen, insbesondere bei externen Partnern\n\n## Troubleshooting\n\n### Problem: Langsame Performance\n\n**Lösung:** APCu aktivieren und Caching optimieren (`config.php → 'memcache.local'`).\n\n### Problem: Dateien erscheinen nicht im Sync\n\n**Lösung:** Cronjob für `files:scan` konfigurieren oder manuell ausführen:\n\n```bash\nsudo -u www-data php /var/www/nextcloud/occ files:scan --all\n```\n\n### Problem: Fehlermeldung \"Trusted domain not set\"\n\n**Lösung:** In `config/config.php` Eintrag `trusted_domains` korrekt konfigurieren:\n\n```php\n'trusted_domains' =>\n array (\n 0 => 'yourdomain.tld',\n 1 => 'cloud.cc24.dev',\n ),\n```\n\n## Weiterführende Themen\n\n* **Integration mit Forensik-Plattformen** (über WebDAV, API oder SSO)\n* **Custom Apps entwickeln** für spezielle Ermittlungs-Workflows\n* **Auditing aktivieren**: Nutzung und Änderungen nachvollziehen mit Protokollierungsfunktionen","src/content/knowledgebase/nextcloud.md","9294074e6083e37b",{"html":555,"metadata":556},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>Nextcloud ist eine Open-Source-Cloud-Suite, die speziell für die sichere Zusammenarbeit entwickelt wurde. Sie eignet sich ideal für forensische Teams, da sie eine DSGVO-konforme Umgebung mit verschlüsselter Dateiablage, Office-Integration und Videokonferenzen bereitstellt. Zusätzlich bietet Nextcloud einen integrierten SSO-Provider, der das Identitätsmanagement für andere forensische Tools stark vereinfacht.\u003C/p>\n\u003Cp>Skalierbar von kleinen Raspberry-Pi-Installationen bis hin zu hochverfügbaren Multi-Node-Setups.\u003C/p>\n\u003Cul>\n\u003Cli>\u003Cstrong>Website:\u003C/strong> \u003Ca href=\"https://nextcloud.com/\">nextcloud.com\u003C/a>\u003C/li>\n\u003Cli>\u003Cstrong>Demo/Projektinstanz:\u003C/strong> \u003Ca href=\"https://cloud.cc24.dev\">cloud.cc24.dev\u003C/a>\u003C/li>\n\u003Cli>\u003Cstrong>Statusseite:\u003C/strong> \u003Ca href=\"https://status.mikoshi.de/api/badge/11/status\">Mikoshi Status\u003C/a>\u003C/li>\n\u003Cli>\u003Cstrong>Lizenz:\u003C/strong> AGPL-3.0\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Ch2 id=\"installation\">Installation\u003C/h2>\n\u003Ch3 id=\"voraussetzungen\">Voraussetzungen\u003C/h3>\n\u003Cul>\n\u003Cli>Linux-Server oder Raspberry Pi\u003C/li>\n\u003Cli>PHP 8.1 oder höher\u003C/li>\n\u003Cli>MariaDB/PostgreSQL\u003C/li>\n\u003Cli>Webserver (Apache/Nginx)\u003C/li>\n\u003Cli>SSL-Zertifikat (empfohlen: Let’s Encrypt)\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"installationsschritte-ubuntu-beispiel\">Installationsschritte (Ubuntu Beispiel)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> upgrade\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apache2\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mariadb-server\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> libapache2-mod-php\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-mysql\u003C/span>\u003Cspan style=\"color:#79B8FF\"> \\\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#9ECBFF\"> php-gd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-xml\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-mbstring\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-curl\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-zip\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-intl\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-bcmath\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unzip\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">wget\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://download.nextcloud.com/server/releases/latest.zip\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">unzip\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> latest.zip\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -d\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">chown\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -R\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> www-data:www-data\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/nextcloud\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Danach den Web-Installer im Browser aufrufen (\u003Ccode>https://<your-domain>/nextcloud\u003C/code>) und Setup abschließen.\u003C/p>\n\u003Ch2 id=\"konfiguration\">Konfiguration\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Trusted Domains\u003C/strong> in \u003Ccode>config.php\u003C/code> definieren\u003C/li>\n\u003Cli>SSO mit OpenID Connect aktivieren\u003C/li>\n\u003Cli>Dateiverschlüsselung aktivieren (\u003Ccode>Settings → Security\u003C/code>)\u003C/li>\n\u003Cli>Benutzer und Gruppen über LDAP oder SAML integrieren\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"gemeinsame-fallbearbeitung\">Gemeinsame Fallbearbeitung\u003C/h3>\n\u003Col>\n\u003Cli>Ermittlungsordner als geteiltes Gruppenverzeichnis anlegen\u003C/li>\n\u003Cli>Versionierung und Kommentare zu forensischen Berichten aktivieren\u003C/li>\n\u003Cli>Vorschau für Office-Dateien, PDFs und Bilder direkt im Browser nutzen\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"videokonferenzen-mit-nextcloud-talk\">Videokonferenzen mit “Nextcloud Talk”\u003C/h3>\n\u003Cul>\n\u003Cli>Sichere Kommunikation zwischen Ermittlern und Sachverständigen\u003C/li>\n\u003Cli>Ende-zu-Ende-verschlüsselt\u003C/li>\n\u003Cli>Bildschirmfreigabe möglich\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"automatischer-dateiimport-per-api\">Automatischer Dateiimport per API\u003C/h3>\n\u003Cul>\n\u003Cli>REST-Schnittstelle nutzen, um z. B. automatisch Logdateien oder Exportdaten hochzuladen\u003C/li>\n\u003Cli>Ideal für Anbindung an SIEM, DLP oder Analyse-Pipelines\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>Zwei-Faktor-Authentifizierung aktivieren\u003C/li>\n\u003Cli>Tägliche Backups der Datenbank und Datenstruktur\u003C/li>\n\u003Cli>Nutzung von OnlyOffice oder Collabora für revisionssichere Dokumentenbearbeitung\u003C/li>\n\u003Cli>Zugriff regelmäßig überprüfen, insbesondere bei externen Partnern\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"troubleshooting\">Troubleshooting\u003C/h2>\n\u003Ch3 id=\"problem-langsame-performance\">Problem: Langsame Performance\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> APCu aktivieren und Caching optimieren (\u003Ccode>config.php → 'memcache.local'\u003C/code>).\u003C/p>\n\u003Ch3 id=\"problem-dateien-erscheinen-nicht-im-sync\">Problem: Dateien erscheinen nicht im Sync\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> Cronjob für \u003Ccode>files:scan\u003C/code> konfigurieren oder manuell ausführen:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -u\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> www-data\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/nextcloud/occ\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> files:scan\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --all\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"problem-fehlermeldung-trusted-domain-not-set\">Problem: Fehlermeldung “Trusted domain not set”\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> In \u003Ccode>config/config.php\u003C/code> Eintrag \u003Ccode>trusted_domains\u003C/code> korrekt konfigurieren:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"php\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#9ECBFF\">'trusted_domains'\u003C/span>\u003Cspan style=\"color:#F97583\"> =>\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\"> array\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> (\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\"> 0\u003C/span>\u003Cspan style=\"color:#F97583\"> =>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 'yourdomain.tld'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\"> 1\u003C/span>\u003Cspan style=\"color:#F97583\"> =>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 'cloud.cc24.dev'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\"> ),\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Integration mit Forensik-Plattformen\u003C/strong> (über WebDAV, API oder SSO)\u003C/li>\n\u003Cli>\u003Cstrong>Custom Apps entwickeln\u003C/strong> für spezielle Ermittlungs-Workflows\u003C/li>\n\u003Cli>\u003Cstrong>Auditing aktivieren\u003C/strong>: Nutzung und Änderungen nachvollziehen mit Protokollierungsfunktionen\u003C/li>\n\u003C/ul>",{"headings":557,"localImagePaths":587,"remoteImagePaths":588,"frontmatter":537,"imagePaths":589},[558,559,560,561,564,565,566,569,572,575,576,577,580,583,586],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":48,"text":49},{"depth":51,"slug":52,"text":53},{"depth":51,"slug":562,"text":563},"installationsschritte-ubuntu-beispiel","Installationsschritte (Ubuntu Beispiel)",{"depth":47,"slug":58,"text":59},{"depth":47,"slug":70,"text":71},{"depth":51,"slug":567,"text":568},"gemeinsame-fallbearbeitung","Gemeinsame Fallbearbeitung",{"depth":51,"slug":570,"text":571},"videokonferenzen-mit-nextcloud-talk","Videokonferenzen mit “Nextcloud Talk”",{"depth":51,"slug":573,"text":574},"automatischer-dateiimport-per-api","Automatischer Dateiimport per API",{"depth":47,"slug":79,"text":80},{"depth":47,"slug":82,"text":83},{"depth":51,"slug":578,"text":579},"problem-langsame-performance","Problem: Langsame Performance",{"depth":51,"slug":581,"text":582},"problem-dateien-erscheinen-nicht-im-sync","Problem: Dateien erscheinen nicht im Sync",{"depth":51,"slug":584,"text":585},"problem-fehlermeldung-trusted-domain-not-set","Problem: Fehlermeldung “Trusted domain not set”",{"depth":47,"slug":94,"text":95},[],[],[],"nextcloud.md"] \ No newline at end of file +[["Map",1,2,7,8],"meta::meta",["Map",3,4,5,6],"astro-version","5.12.3","astro-config-digest","{\"root\":{},\"srcDir\":{},\"publicDir\":{},\"outDir\":{},\"cacheDir\":{},\"compressHTML\":true,\"base\":\"/\",\"trailingSlash\":\"ignore\",\"output\":\"server\",\"scopedStyleStrategy\":\"attribute\",\"build\":{\"format\":\"directory\",\"client\":{},\"server\":{},\"assets\":\"_astro\",\"serverEntry\":\"entry.mjs\",\"redirects\":true,\"inlineStylesheets\":\"auto\",\"concurrency\":1},\"server\":{\"open\":false,\"host\":true,\"port\":4321,\"streaming\":true,\"allowedHosts\":[]},\"redirects\":{},\"image\":{\"endpoint\":{\"route\":\"/_image\",\"entrypoint\":\"astro/assets/endpoint/node\"},\"service\":{\"entrypoint\":\"astro/assets/services/sharp\",\"config\":{}},\"domains\":[],\"remotePatterns\":[],\"responsiveStyles\":false},\"devToolbar\":{\"enabled\":true},\"markdown\":{\"syntaxHighlight\":{\"type\":\"shiki\",\"excludeLangs\":[\"math\"]},\"shikiConfig\":{\"langs\":[],\"langAlias\":{},\"theme\":\"github-dark\",\"themes\":{},\"wrap\":false,\"transformers\":[]},\"remarkPlugins\":[],\"rehypePlugins\":[],\"remarkRehype\":{},\"gfm\":true,\"smartypants\":true},\"security\":{\"checkOrigin\":true},\"env\":{\"schema\":{},\"validateSecrets\":false},\"experimental\":{\"clientPrerender\":false,\"contentIntellisense\":false,\"headingIdCompat\":false,\"preserveScriptOrder\":false,\"liveContentCollections\":false,\"csp\":false,\"rawEnvValues\":false},\"legacy\":{\"collections\":false},\"session\":{\"driver\":\"fs-lite\",\"options\":{\"base\":\"/var/home/user01/Projekte/forensic-pathways/node_modules/.astro/sessions\"}}}","knowledgebase",["Map",9,10,100,101,149,150,223,224,279,280,527,528],"misp",{"id":9,"data":11,"body":35,"filePath":36,"digest":37,"rendered":38,"legacyId":99},{"title":12,"tool_name":13,"description":14,"last_updated":15,"author":16,"difficulty":17,"categories":18,"tags":24,"sections":31,"review_status":34},"MISP - Plattform für Threat Intelligence Sharing","MISP","Das Rückgrat des modernen Threat-Intelligence-Sharings mit über 40.000 aktiven Instanzen weltweit.",["Date","2025-07-20T00:00:00.000Z"],"Claude 4 Sonnet","intermediate",[19,20,21,22,23],"incident-response","static-investigations","malware-analysis","network-forensics","cloud-forensics",[25,26,27,28,29,30],"web-based","threat-intelligence","api","correlation","ioc-sharing","automation",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":33},true,false,"published","> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\n**MISP (Malware Information Sharing Platform & Threat Sharing)** ist eine freie Open-Source-Plattform zur strukturierten Erfassung, Speicherung, Analyse und gemeinsamen Nutzung von Cyber-Bedrohungsdaten. Mit über 40.000 Instanzen weltweit ist MISP der De-facto-Standard für den Austausch von Indicators of Compromise (IoCs) und Threat Intelligence zwischen CERTs, SOCs, Strafverfolgungsbehörden und anderen sicherheitsrelevanten Organisationen.\n\nDie föderierte Architektur ermöglicht einen kontrollierten, dezentralen Austausch von Informationen über vertrauenswürdige Partner hinweg. Durch Taxonomien, Tags und integrierte APIs ist eine automatische Anreicherung, Korrelation und Verarbeitung von Informationen in SIEMs, Firewalls oder Endpoint-Lösungen möglich.\n\n## Installation\n\n### Voraussetzungen\n\n- **Server-Betriebssystem:** Linux (empfohlen: Debian/Ubuntu)\n- **Abhängigkeiten:** MariaDB/MySQL, PHP, Apache/Nginx, Redis\n- **Ressourcen:** Mindestens 4 GB RAM, SSD empfohlen\n\n### Installationsschritte\n\n```bash\n# Beispiel für Debian/Ubuntu:\nsudo apt update && sudo apt install -y curl gnupg git python3 python3-pip redis-server mariadb-server apache2 php libapache2-mod-php\n\n# MISP klonen\ngit clone https://github.com/MISP/MISP.git /var/www/MISP\n\n# Setup-Skript nutzen\ncd /var/www/MISP && bash INSTALL/INSTALL.debian.sh\n````\n\nWeitere Details: [Offizielle Installationsanleitung](https://misp.github.io/MISP/INSTALL.debian/)\n\n## Konfiguration\n\n### Webserver\n\n* HTTPS aktivieren (Let's Encrypt oder Reverse Proxy)\n* PHP-Konfiguration anpassen (`upload_max_filesize`, `memory_limit`, `post_max_size`)\n\n### Benutzerrollen\n\n* Administrator, Org-Admin, Analyst etc.\n* Zugriffsbeschränkungen nach Organisation/Feed definierbar\n\n### Feeds und Galaxies\n\n* Aktivierung von Feeds (z. B. CIRCL, Abuse.ch, OpenCTI)\n* Nutzung von Galaxies zur Klassifizierung (APT-Gruppen, Malware-Familien)\n\n## Verwendungsbeispiele\n\n### Beispiel 1: Import von IoCs aus externem Feed\n\n1. Feed aktivieren unter **Administration → List Feeds**\n2. Feed synchronisieren\n3. Ereignisse durchsuchen, analysieren, ggf. mit eigenen Daten korrelieren\n\n### Beispiel 2: Automatisierte Anbindung an SIEM\n\n* REST-API-Token erstellen\n* API-Calls zur Abfrage neuer Events (z. B. mit Python, Logstash oder MISP Workbench)\n* Integration in Security-Systeme über JSON/STIX export\n\n## Best Practices\n\n* Regelmäßige Backups der Datenbank\n* Taxonomien konsistent verwenden\n* Nutzung der Sighting-Funktion zur Validierung von IoCs\n* Vertrauensstufen (TLP, PAP) korrekt setzen\n* Nicht nur konsumieren – auch teilen!\n\n## Troubleshooting\n\n### Problem: MISP-Feeds laden nicht\n\n**Lösung:**\n\n* Internetverbindung prüfen\n* Cronjobs aktiv?\n* Logs prüfen: `/var/www/MISP/app/tmp/logs/error.log`\n\n### Problem: API gibt 403 zurück\n\n**Lösung:**\n\n* Ist der API-Key korrekt und aktiv?\n* Rechte des Benutzers überprüfen\n* IP-Filter im MISP-Backend beachten\n\n### Problem: Hohe Datenbanklast\n\n**Lösung:**\n\n* Indizes optimieren\n* Redis aktivieren\n* Alte Events regelmäßig archivieren oder löschen\n\n## Weiterführende Themen\n\n* STIX2-Import/Export\n* Erweiterungen mit MISP Modules (z. B. für Virustotal, YARA)\n* Föderierte Netzwerke und Community-Portale\n* Integration mit OpenCTI oder TheHive\n\n---\n\n**Links:**\n\n* 🌐 [Offizielle Projektseite](https://misp-project.org/)\n* 📦 [CC24-MISP-Instanz](https://misp.cc24.dev)\n* 📊 [Status-Monitoring](https://status.mikoshi.de/api/badge/34/status)\n\nLizenz: **AGPL-3.0**","src/content/knowledgebase/misp.md","35930fa919a46964",{"html":39,"metadata":40},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>\u003Cstrong>MISP (Malware Information Sharing Platform & Threat Sharing)\u003C/strong> ist eine freie Open-Source-Plattform zur strukturierten Erfassung, Speicherung, Analyse und gemeinsamen Nutzung von Cyber-Bedrohungsdaten. Mit über 40.000 Instanzen weltweit ist MISP der De-facto-Standard für den Austausch von Indicators of Compromise (IoCs) und Threat Intelligence zwischen CERTs, SOCs, Strafverfolgungsbehörden und anderen sicherheitsrelevanten Organisationen.\u003C/p>\n\u003Cp>Die föderierte Architektur ermöglicht einen kontrollierten, dezentralen Austausch von Informationen über vertrauenswürdige Partner hinweg. Durch Taxonomien, Tags und integrierte APIs ist eine automatische Anreicherung, Korrelation und Verarbeitung von Informationen in SIEMs, Firewalls oder Endpoint-Lösungen möglich.\u003C/p>\n\u003Ch2 id=\"installation\">Installation\u003C/h2>\n\u003Ch3 id=\"voraussetzungen\">Voraussetzungen\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Cstrong>Server-Betriebssystem:\u003C/strong> Linux (empfohlen: Debian/Ubuntu)\u003C/li>\n\u003Cli>\u003Cstrong>Abhängigkeiten:\u003C/strong> MariaDB/MySQL, PHP, Apache/Nginx, Redis\u003C/li>\n\u003Cli>\u003Cstrong>Ressourcen:\u003C/strong> Mindestens 4 GB RAM, SSD empfohlen\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"installationsschritte\">Installationsschritte\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Beispiel für Debian/Ubuntu:\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -y\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> curl\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> gnupg\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> python3-pip\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> redis-server\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mariadb-server\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apache2\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> libapache2-mod-php\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># MISP klonen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/MISP/MISP.git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/MISP\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Setup-Skript nutzen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/MISP\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">bash\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> INSTALL/INSTALL.debian.sh\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Weitere Details: \u003Ca href=\"https://misp.github.io/MISP/INSTALL.debian/\">Offizielle Installationsanleitung\u003C/a>\u003C/p>\n\u003Ch2 id=\"konfiguration\">Konfiguration\u003C/h2>\n\u003Ch3 id=\"webserver\">Webserver\u003C/h3>\n\u003Cul>\n\u003Cli>HTTPS aktivieren (Let’s Encrypt oder Reverse Proxy)\u003C/li>\n\u003Cli>PHP-Konfiguration anpassen (\u003Ccode>upload_max_filesize\u003C/code>, \u003Ccode>memory_limit\u003C/code>, \u003Ccode>post_max_size\u003C/code>)\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"benutzerrollen\">Benutzerrollen\u003C/h3>\n\u003Cul>\n\u003Cli>Administrator, Org-Admin, Analyst etc.\u003C/li>\n\u003Cli>Zugriffsbeschränkungen nach Organisation/Feed definierbar\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"feeds-und-galaxies\">Feeds und Galaxies\u003C/h3>\n\u003Cul>\n\u003Cli>Aktivierung von Feeds (z. B. CIRCL, Abuse.ch, OpenCTI)\u003C/li>\n\u003Cli>Nutzung von Galaxies zur Klassifizierung (APT-Gruppen, Malware-Familien)\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"beispiel-1-import-von-iocs-aus-externem-feed\">Beispiel 1: Import von IoCs aus externem Feed\u003C/h3>\n\u003Col>\n\u003Cli>Feed aktivieren unter \u003Cstrong>Administration → List Feeds\u003C/strong>\u003C/li>\n\u003Cli>Feed synchronisieren\u003C/li>\n\u003Cli>Ereignisse durchsuchen, analysieren, ggf. mit eigenen Daten korrelieren\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"beispiel-2-automatisierte-anbindung-an-siem\">Beispiel 2: Automatisierte Anbindung an SIEM\u003C/h3>\n\u003Cul>\n\u003Cli>REST-API-Token erstellen\u003C/li>\n\u003Cli>API-Calls zur Abfrage neuer Events (z. B. mit Python, Logstash oder MISP Workbench)\u003C/li>\n\u003Cli>Integration in Security-Systeme über JSON/STIX export\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>Regelmäßige Backups der Datenbank\u003C/li>\n\u003Cli>Taxonomien konsistent verwenden\u003C/li>\n\u003Cli>Nutzung der Sighting-Funktion zur Validierung von IoCs\u003C/li>\n\u003Cli>Vertrauensstufen (TLP, PAP) korrekt setzen\u003C/li>\n\u003Cli>Nicht nur konsumieren – auch teilen!\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"troubleshooting\">Troubleshooting\u003C/h2>\n\u003Ch3 id=\"problem-misp-feeds-laden-nicht\">Problem: MISP-Feeds laden nicht\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Internetverbindung prüfen\u003C/li>\n\u003Cli>Cronjobs aktiv?\u003C/li>\n\u003Cli>Logs prüfen: \u003Ccode>/var/www/MISP/app/tmp/logs/error.log\u003C/code>\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"problem-api-gibt-403-zurück\">Problem: API gibt 403 zurück\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Ist der API-Key korrekt und aktiv?\u003C/li>\n\u003Cli>Rechte des Benutzers überprüfen\u003C/li>\n\u003Cli>IP-Filter im MISP-Backend beachten\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"problem-hohe-datenbanklast\">Problem: Hohe Datenbanklast\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Indizes optimieren\u003C/li>\n\u003Cli>Redis aktivieren\u003C/li>\n\u003Cli>Alte Events regelmäßig archivieren oder löschen\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Cul>\n\u003Cli>STIX2-Import/Export\u003C/li>\n\u003Cli>Erweiterungen mit MISP Modules (z. B. für Virustotal, YARA)\u003C/li>\n\u003Cli>Föderierte Netzwerke und Community-Portale\u003C/li>\n\u003Cli>Integration mit OpenCTI oder TheHive\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cp>\u003Cstrong>Links:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>🌐 \u003Ca href=\"https://misp-project.org/\">Offizielle Projektseite\u003C/a>\u003C/li>\n\u003Cli>📦 \u003Ca href=\"https://misp.cc24.dev\">CC24-MISP-Instanz\u003C/a>\u003C/li>\n\u003Cli>📊 \u003Ca href=\"https://status.mikoshi.de/api/badge/34/status\">Status-Monitoring\u003C/a>\u003C/li>\n\u003C/ul>\n\u003Cp>Lizenz: \u003Cstrong>AGPL-3.0\u003C/strong>\u003C/p>",{"headings":41,"localImagePaths":96,"remoteImagePaths":97,"frontmatter":11,"imagePaths":98},[42,46,50,54,57,60,63,66,69,72,75,78,81,84,87,90,93],{"depth":43,"slug":44,"text":45},1,"übersicht","Übersicht",{"depth":47,"slug":48,"text":49},2,"installation","Installation",{"depth":51,"slug":52,"text":53},3,"voraussetzungen","Voraussetzungen",{"depth":51,"slug":55,"text":56},"installationsschritte","Installationsschritte",{"depth":47,"slug":58,"text":59},"konfiguration","Konfiguration",{"depth":51,"slug":61,"text":62},"webserver","Webserver",{"depth":51,"slug":64,"text":65},"benutzerrollen","Benutzerrollen",{"depth":51,"slug":67,"text":68},"feeds-und-galaxies","Feeds und Galaxies",{"depth":47,"slug":70,"text":71},"verwendungsbeispiele","Verwendungsbeispiele",{"depth":51,"slug":73,"text":74},"beispiel-1-import-von-iocs-aus-externem-feed","Beispiel 1: Import von IoCs aus externem Feed",{"depth":51,"slug":76,"text":77},"beispiel-2-automatisierte-anbindung-an-siem","Beispiel 2: Automatisierte Anbindung an SIEM",{"depth":47,"slug":79,"text":80},"best-practices","Best Practices",{"depth":47,"slug":82,"text":83},"troubleshooting","Troubleshooting",{"depth":51,"slug":85,"text":86},"problem-misp-feeds-laden-nicht","Problem: MISP-Feeds laden nicht",{"depth":51,"slug":88,"text":89},"problem-api-gibt-403-zurück","Problem: API gibt 403 zurück",{"depth":51,"slug":91,"text":92},"problem-hohe-datenbanklast","Problem: Hohe Datenbanklast",{"depth":47,"slug":94,"text":95},"weiterführende-themen","Weiterführende Themen",[],[],[],"misp.md","regular-expressions-regex",{"id":100,"data":102,"body":116,"filePath":117,"digest":118,"rendered":119,"legacyId":148},{"title":103,"tool_name":104,"description":105,"last_updated":106,"author":16,"difficulty":17,"categories":107,"tags":109,"sections":115,"review_status":34},"Regular Expressions (Regex) – Musterbasierte Textanalyse","Regular Expressions (Regex)","Pattern matching language für Suche, Extraktion und Manipulation von Text in forensischen Analysen.",["Date","2025-07-20T00:00:00.000Z"],[19,21,22,108],"fraud-investigation",[110,111,112,113,114],"pattern-matching","text-processing","log-analysis","string-manipulation","search-algorithms",{"overview":32,"installation":33,"configuration":33,"usage_examples":32,"best_practices":32,"troubleshooting":33,"advanced_topics":32},"> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\n**Regular Expressions (Regex)** sind ein leistungsfähiges Werkzeug zur Erkennung, Extraktion und Transformation von Zeichenfolgen anhand vordefinierter Muster. In der digitalen Forensik sind Regex-Ausdrücke unverzichtbar: Sie helfen beim Auffinden von IP-Adressen, Hash-Werten, Dateipfaden, Malware-Signaturen oder Kreditkartennummern in großen Mengen unstrukturierter Daten wie Logdateien, Netzwerktraces oder Memory Dumps.\n\nRegex ist nicht auf eine bestimmte Plattform oder Software beschränkt – es wird in nahezu allen gängigen Programmiersprachen, Texteditoren und forensischen Tools unterstützt.\n\n## Verwendungsbeispiele\n\n### 1. IP-Adressen extrahieren\n\n```regex\n\\b(?:\\d{1,3}\\.){3}\\d{1,3}\\b\n````\n\nVerwendung:\n\n* Finden von IP-Adressen in Firewall-Logs oder Packet Captures.\n* Beispiel-Zeile:\n\n ```\n Connection from 192.168.1.101 to port 443 established\n ```\n\n### 2. E-Mail-Adressen identifizieren\n\n```regex\n[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\\.[a-zA-Z]{2,}\n```\n\nVerwendung:\n\n* Erkennung von kompromittierten Accounts in Phishing-E-Mails.\n* Analyse von Useraktivitäten oder Kommunikationsverläufen.\n\n### 3. Hash-Werte erkennen (z. B. SHA-256)\n\n```regex\n\\b[A-Fa-f0-9]{64}\\b\n```\n\nVerwendung:\n\n* Extraktion von Malware-Hashes aus Memory Dumps oder YARA-Logs.\n\n### 4. Zeitstempel in Logdateien extrahieren\n\n```regex\n\\d{4}-\\d{2}-\\d{2}[ T]\\d{2}:\\d{2}:\\d{2}\n```\n\nVerwendung:\n\n* Zeitsensitive Korrelationsanalysen (z. B. bei Intrusion Detection oder Timeline-Rekonstruktionen).\n\n## Best Practices\n\n* **Regex testen**: Nutze Plattformen wie [regexr.com](https://regexr.com/) oder [regex101.com](https://regex101.com/) zur Validierung.\n* **Performance beachten**: Komplexe Ausdrücke können ineffizient sein und Systeme verlangsamen – verwende Lazy Quantifiers (`*?`, `+?`) bei Bedarf.\n* **Escape-Zeichen korrekt anwenden**: Spezielle Zeichen wie `.` oder `\\` müssen bei Bedarf mit `\\\\` oder `\\.` maskiert werden.\n* **Portabilität prüfen**: Unterschiedliche Regex-Engines (z. B. Python `re`, PCRE, JavaScript) interpretieren manche Syntax leicht unterschiedlich.\n* **Lesbarkeit fördern**: Verwende benannte Gruppen (`(?P\u003Cname>...)`) und Kommentare (`(?x)`), um reguläre Ausdrücke besser wartbar zu machen.\n\n## Weiterführende Themen\n\n### Lookaheads und Lookbehinds\n\nMit **Lookaheads** (`(?=...)`) und **Lookbehinds** (`(?\u003C=...)`) können Bedingungen formuliert werden, ohne dass der Text Teil des Matchs wird.\n\nBeispiel: Alle `.exe`-Dateinamen **ohne** das Wort `safe` davor matchen:\n\n```regex\n(?\u003C!safe\\s)[\\w-]+\\.exe\n```\n\n### Regex in Forensik-Tools\n\n* **YARA**: Unterstützt Regex zur Erstellung von Malware-Signaturen.\n* **Wireshark**: Filtert Payloads anhand von Regex-ähnlicher Syntax.\n* **Splunk & ELK**: Verwenden Regex für Logparsing und Visualisierung.\n* **Volatility Plugins**: Extrahieren Artefakte mit Regex-basierten Scans.\n\n---\n\n> 🔤 **Regex ist ein universelles Werkzeug für Analysten, Ermittler und Entwickler, um versteckte Informationen schnell und flexibel aufzuspüren.**\n>\n> Nutze es überall dort, wo Textdaten eine Rolle spielen.","src/content/knowledgebase/regular-expressions-regex.md","247bcf48ebdc9ba0",{"html":120,"metadata":121},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>\u003Cstrong>Regular Expressions (Regex)\u003C/strong> sind ein leistungsfähiges Werkzeug zur Erkennung, Extraktion und Transformation von Zeichenfolgen anhand vordefinierter Muster. In der digitalen Forensik sind Regex-Ausdrücke unverzichtbar: Sie helfen beim Auffinden von IP-Adressen, Hash-Werten, Dateipfaden, Malware-Signaturen oder Kreditkartennummern in großen Mengen unstrukturierter Daten wie Logdateien, Netzwerktraces oder Memory Dumps.\u003C/p>\n\u003Cp>Regex ist nicht auf eine bestimmte Plattform oder Software beschränkt – es wird in nahezu allen gängigen Programmiersprachen, Texteditoren und forensischen Tools unterstützt.\u003C/p>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"1-ip-adressen-extrahieren\">1. IP-Adressen extrahieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">\\b(?:\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{1,3}\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\.)\u003C/span>\u003Cspan style=\"color:#F97583\">{3}\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{1,3}\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\b\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Verwendung:\u003C/p>\n\u003Cul>\n\u003Cli>\n\u003Cp>Finden von IP-Adressen in Firewall-Logs oder Packet Captures.\u003C/p>\n\u003C/li>\n\u003Cli>\n\u003Cp>Beispiel-Zeile:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan>Connection from 192.168.1.101 to port 443 established\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"2-e-mail-adressen-identifizieren\">2. E-Mail-Adressen identifizieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">[a-zA-Z0-9._%+-]\u003C/span>\u003Cspan style=\"color:#F97583\">+\u003C/span>\u003Cspan style=\"color:#DBEDFF\">@\u003C/span>\u003Cspan style=\"color:#79B8FF\">[a-zA-Z0-9.-]\u003C/span>\u003Cspan style=\"color:#F97583\">+\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\.[a-zA-Z]\u003C/span>\u003Cspan style=\"color:#F97583\">{2,}\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Verwendung:\u003C/p>\n\u003Cul>\n\u003Cli>Erkennung von kompromittierten Accounts in Phishing-E-Mails.\u003C/li>\n\u003Cli>Analyse von Useraktivitäten oder Kommunikationsverläufen.\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"3-hash-werte-erkennen-zb-sha-256\">3. Hash-Werte erkennen (z. B. SHA-256)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">\\b[A-Fa-f0-9]\u003C/span>\u003Cspan style=\"color:#F97583\">{64}\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\b\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Verwendung:\u003C/p>\n\u003Cul>\n\u003Cli>Extraktion von Malware-Hashes aus Memory Dumps oder YARA-Logs.\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"4-zeitstempel-in-logdateien-extrahieren\">4. Zeitstempel in Logdateien extrahieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{4}\u003C/span>\u003Cspan style=\"color:#DBEDFF\">-\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003Cspan style=\"color:#DBEDFF\">-\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003Cspan style=\"color:#79B8FF\">[ T]\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003Cspan style=\"color:#DBEDFF\">:\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003Cspan style=\"color:#DBEDFF\">:\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\d\u003C/span>\u003Cspan style=\"color:#F97583\">{2}\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Verwendung:\u003C/p>\n\u003Cul>\n\u003Cli>Zeitsensitive Korrelationsanalysen (z. B. bei Intrusion Detection oder Timeline-Rekonstruktionen).\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Regex testen\u003C/strong>: Nutze Plattformen wie \u003Ca href=\"https://regexr.com/\">regexr.com\u003C/a> oder \u003Ca href=\"https://regex101.com/\">regex101.com\u003C/a> zur Validierung.\u003C/li>\n\u003Cli>\u003Cstrong>Performance beachten\u003C/strong>: Komplexe Ausdrücke können ineffizient sein und Systeme verlangsamen – verwende Lazy Quantifiers (\u003Ccode>*?\u003C/code>, \u003Ccode>+?\u003C/code>) bei Bedarf.\u003C/li>\n\u003Cli>\u003Cstrong>Escape-Zeichen korrekt anwenden\u003C/strong>: Spezielle Zeichen wie \u003Ccode>.\u003C/code> oder \u003Ccode>\\\u003C/code> müssen bei Bedarf mit \u003Ccode>\\\\\u003C/code> oder \u003Ccode>\\.\u003C/code> maskiert werden.\u003C/li>\n\u003Cli>\u003Cstrong>Portabilität prüfen\u003C/strong>: Unterschiedliche Regex-Engines (z. B. Python \u003Ccode>re\u003C/code>, PCRE, JavaScript) interpretieren manche Syntax leicht unterschiedlich.\u003C/li>\n\u003Cli>\u003Cstrong>Lesbarkeit fördern\u003C/strong>: Verwende benannte Gruppen (\u003Ccode>(?P<name>...)\u003C/code>) und Kommentare (\u003Ccode>(?x)\u003C/code>), um reguläre Ausdrücke besser wartbar zu machen.\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Ch3 id=\"lookaheads-und-lookbehinds\">Lookaheads und Lookbehinds\u003C/h3>\n\u003Cp>Mit \u003Cstrong>Lookaheads\u003C/strong> (\u003Ccode>(?=...)\u003C/code>) und \u003Cstrong>Lookbehinds\u003C/strong> (\u003Ccode>(?<=...)\u003C/code>) können Bedingungen formuliert werden, ohne dass der Text Teil des Matchs wird.\u003C/p>\n\u003Cp>Beispiel: Alle \u003Ccode>.exe\u003C/code>-Dateinamen \u003Cstrong>ohne\u003C/strong> das Wort \u003Ccode>safe\u003C/code> davor matchen:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"regex\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\">(?<!\u003C/span>\u003Cspan style=\"color:#DBEDFF\">safe\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\s\u003C/span>\u003Cspan style=\"color:#F97583\">)\u003C/span>\u003Cspan style=\"color:#79B8FF\">[\\w-]\u003C/span>\u003Cspan style=\"color:#F97583\">+\u003C/span>\u003Cspan style=\"color:#79B8FF\">\\.\u003C/span>\u003Cspan style=\"color:#DBEDFF\">exe\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"regex-in-forensik-tools\">Regex in Forensik-Tools\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Cstrong>YARA\u003C/strong>: Unterstützt Regex zur Erstellung von Malware-Signaturen.\u003C/li>\n\u003Cli>\u003Cstrong>Wireshark\u003C/strong>: Filtert Payloads anhand von Regex-ähnlicher Syntax.\u003C/li>\n\u003Cli>\u003Cstrong>Splunk & ELK\u003C/strong>: Verwenden Regex für Logparsing und Visualisierung.\u003C/li>\n\u003Cli>\u003Cstrong>Volatility Plugins\u003C/strong>: Extrahieren Artefakte mit Regex-basierten Scans.\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cblockquote>\n\u003Cp>🔤 \u003Cstrong>Regex ist ein universelles Werkzeug für Analysten, Ermittler und Entwickler, um versteckte Informationen schnell und flexibel aufzuspüren.\u003C/strong>\u003C/p>\n\u003Cp>Nutze es überall dort, wo Textdaten eine Rolle spielen.\u003C/p>\n\u003C/blockquote>",{"headings":122,"localImagePaths":145,"remoteImagePaths":146,"frontmatter":102,"imagePaths":147},[123,124,125,128,131,134,137,138,139,142],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":70,"text":71},{"depth":51,"slug":126,"text":127},"1-ip-adressen-extrahieren","1. IP-Adressen extrahieren",{"depth":51,"slug":129,"text":130},"2-e-mail-adressen-identifizieren","2. E-Mail-Adressen identifizieren",{"depth":51,"slug":132,"text":133},"3-hash-werte-erkennen-zb-sha-256","3. Hash-Werte erkennen (z. B. SHA-256)",{"depth":51,"slug":135,"text":136},"4-zeitstempel-in-logdateien-extrahieren","4. Zeitstempel in Logdateien extrahieren",{"depth":47,"slug":79,"text":80},{"depth":47,"slug":94,"text":95},{"depth":51,"slug":140,"text":141},"lookaheads-und-lookbehinds","Lookaheads und Lookbehinds",{"depth":51,"slug":143,"text":144},"regex-in-forensik-tools","Regex in Forensik-Tools",[],[],[],"regular-expressions-regex.md","kali-linux",{"id":149,"data":151,"body":166,"filePath":167,"digest":168,"rendered":169,"legacyId":222},{"title":152,"tool_name":153,"description":154,"last_updated":155,"author":16,"difficulty":17,"categories":156,"tags":159,"sections":165,"review_status":34},"Kali Linux - Die Hacker-Distribution für Forensik & Penetration Testing","Kali Linux","Leitfaden zur Installation, Nutzung und Best Practices für Kali Linux – die All-in-One-Plattform für Security-Profis.",["Date","2025-07-20T00:00:00.000Z"],[19,157,158],"forensics","penetration-testing",[160,161,158,162,163,164],"live-boot","tool-collection","forensics-suite","virtualization","arm-support",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":32},"> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\nKali Linux ist eine auf Debian basierende Linux-Distribution, die speziell für Penetration Testing, digitale Forensik, Reverse Engineering und Incident Response entwickelt wurde. Mit über 600 vorinstallierten Tools ist sie ein unverzichtbares Werkzeug für Security-Experten, Ermittler und forensische Analysten. Die Live-Boot-Funktion erlaubt es, Systeme ohne Spuren zu hinterlassen zu analysieren – ideal für forensische Untersuchungen.\n\n## Installation\n\n### Option 1: Live-System (USB/DVD)\n\n1. ISO-Image von [kali.org](https://www.kali.org/get-kali/) herunterladen.\n2. Mit **Rufus** oder **balenaEtcher** auf einen USB-Stick schreiben.\n3. Vom USB-Stick booten (ggf. Boot-Reihenfolge im BIOS anpassen).\n4. Kali kann direkt ohne Installation im Live-Modus verwendet werden.\n\n### Option 2: Installation auf Festplatte\n\n1. ISO-Image booten und **Graphical Install** wählen.\n2. Schritt-für-Schritt durch den Installationsassistenten navigieren:\n - Sprache, Zeitzone und Tastaturlayout auswählen\n - Partitionierung konfigurieren (automatisch oder manuell)\n - Benutzerkonten erstellen\n3. Nach Installation Neustart durchführen.\n\n### Option 3: Virtuelle Maschine (VM)\n\n- Offizielle VM-Images für VirtualBox und VMware von der [Kali-Website](https://www.kali.org/get-kali/#kali-virtual-machines)\n- Importieren, ggf. Netzwerkbrücke und Shared Folders aktivieren\n\n## Konfiguration\n\n### Netzwerkeinstellungen\n\n- Konfiguration über `nmtui` oder `/etc/network/interfaces`\n- VPN und Proxy-Integration über GUI oder Terminal\n\n### Updates & Paketquellen\n\n```bash\nsudo apt update && sudo apt full-upgrade\n````\n\n> Hinweis: `kali-rolling` ist die Standard-Distribution für kontinuierliche Updates.\n\n### Sprache & Lokalisierung\n\n```bash\nsudo dpkg-reconfigure locales\nsudo dpkg-reconfigure keyboard-configuration\n```\n\n## Verwendungsbeispiele\n\n### 1. Netzwerkscan mit Nmap\n\n```bash\nnmap -sS -T4 -A 192.168.1.0/24\n```\n\n### 2. Passwort-Cracking mit John the Ripper\n\n```bash\njohn --wordlist=/usr/share/wordlists/rockyou.txt hashes.txt\n```\n\n### 3. Forensik mit Autopsy\n\n```bash\nautopsy &\n```\n\n### 4. Android-Analyse mit MobSF (in Docker)\n\n```bash\ndocker pull opensecurity/mobile-security-framework-mobsf\ndocker run -it -p 8000:8000 mobsf\n```\n\n## Best Practices\n\n* Nutze immer **aktuelle Snapshots** oder VM-Clones vor gefährlichen Tests\n* Verwende separate Netzwerke (z. B. Host-only oder NAT) für Tests\n* Deaktiviere automatisches WLAN bei forensischen Analysen\n* Prüfe und aktualisiere regelmäßig Toolsets (`apt`, `git`, `pip`)\n* Halte deine ISO-Images versioniert für forensische Reproduzierbarkeit\n\n## Troubleshooting\n\n### Problem: Keine Internetverbindung nach Installation\n\n**Lösung:** Netzwerkadapter prüfen, ggf. mit `ifconfig` oder `ip a` überprüfen, DHCP aktivieren.\n\n### Problem: Tools fehlen nach Update\n\n**Lösung:** Tool-Gruppen wie `kali-linux-default` manuell nachinstallieren:\n\n```bash\nsudo apt install kali-linux-default\n```\n\n### Problem: „Permission Denied“ bei Tools\n\n**Lösung:** Root-Rechte nutzen oder mit `sudo` ausführen.\n\n## Weiterführende Themen\n\n* **Kustomisierung von Kali ISOs** mit `live-build`\n* **NetHunter**: Kali für mobile Geräte (Android)\n* **Kali Purple**: Defensive Security Suite\n* Integration mit **Cloud-Infrastrukturen** via WSL oder Azure\n\n---\n\n**Links & Ressourcen:**\n\n* Offizielle Website: [https://kali.org](https://kali.org/)\n* Dokumentation: [https://docs.kali.org/](https://docs.kali.org/)\n* GitLab Repo: [https://gitlab.com/kalilinux](https://gitlab.com/kalilinux)\n* Discord-Community: [https://discord.com/invite/kali-linux](https://discord.com/invite/kali-linux)","src/content/knowledgebase/kali-linux.md","09243ebc79d75dbc",{"html":170,"metadata":171},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>Kali Linux ist eine auf Debian basierende Linux-Distribution, die speziell für Penetration Testing, digitale Forensik, Reverse Engineering und Incident Response entwickelt wurde. Mit über 600 vorinstallierten Tools ist sie ein unverzichtbares Werkzeug für Security-Experten, Ermittler und forensische Analysten. Die Live-Boot-Funktion erlaubt es, Systeme ohne Spuren zu hinterlassen zu analysieren – ideal für forensische Untersuchungen.\u003C/p>\n\u003Ch2 id=\"installation\">Installation\u003C/h2>\n\u003Ch3 id=\"option-1-live-system-usbdvd\">Option 1: Live-System (USB/DVD)\u003C/h3>\n\u003Col>\n\u003Cli>ISO-Image von \u003Ca href=\"https://www.kali.org/get-kali/\">kali.org\u003C/a> herunterladen.\u003C/li>\n\u003Cli>Mit \u003Cstrong>Rufus\u003C/strong> oder \u003Cstrong>balenaEtcher\u003C/strong> auf einen USB-Stick schreiben.\u003C/li>\n\u003Cli>Vom USB-Stick booten (ggf. Boot-Reihenfolge im BIOS anpassen).\u003C/li>\n\u003Cli>Kali kann direkt ohne Installation im Live-Modus verwendet werden.\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"option-2-installation-auf-festplatte\">Option 2: Installation auf Festplatte\u003C/h3>\n\u003Col>\n\u003Cli>ISO-Image booten und \u003Cstrong>Graphical Install\u003C/strong> wählen.\u003C/li>\n\u003Cli>Schritt-für-Schritt durch den Installationsassistenten navigieren:\n\u003Cul>\n\u003Cli>Sprache, Zeitzone und Tastaturlayout auswählen\u003C/li>\n\u003Cli>Partitionierung konfigurieren (automatisch oder manuell)\u003C/li>\n\u003Cli>Benutzerkonten erstellen\u003C/li>\n\u003C/ul>\n\u003C/li>\n\u003Cli>Nach Installation Neustart durchführen.\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"option-3-virtuelle-maschine-vm\">Option 3: Virtuelle Maschine (VM)\u003C/h3>\n\u003Cul>\n\u003Cli>Offizielle VM-Images für VirtualBox und VMware von der \u003Ca href=\"https://www.kali.org/get-kali/#kali-virtual-machines\">Kali-Website\u003C/a>\u003C/li>\n\u003Cli>Importieren, ggf. Netzwerkbrücke und Shared Folders aktivieren\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"konfiguration\">Konfiguration\u003C/h2>\n\u003Ch3 id=\"netzwerkeinstellungen\">Netzwerkeinstellungen\u003C/h3>\n\u003Cul>\n\u003Cli>Konfiguration über \u003Ccode>nmtui\u003C/code> oder \u003Ccode>/etc/network/interfaces\u003C/code>\u003C/li>\n\u003Cli>VPN und Proxy-Integration über GUI oder Terminal\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"updates--paketquellen\">Updates & Paketquellen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> full-upgrade\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cblockquote>\n\u003Cp>Hinweis: \u003Ccode>kali-rolling\u003C/code> ist die Standard-Distribution für kontinuierliche Updates.\u003C/p>\n\u003C/blockquote>\n\u003Ch3 id=\"sprache--lokalisierung\">Sprache & Lokalisierung\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dpkg-reconfigure\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> locales\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dpkg-reconfigure\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> keyboard-configuration\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"1-netzwerkscan-mit-nmap\">1. Netzwerkscan mit Nmap\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">nmap\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -sS\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -T4\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -A\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 192.168.1.0/24\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"2-passwort-cracking-mit-john-the-ripper\">2. Passwort-Cracking mit John the Ripper\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">john\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --wordlist=/usr/share/wordlists/rockyou.txt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> hashes.txt\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"3-forensik-mit-autopsy\">3. Forensik mit Autopsy\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">autopsy\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> &\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"4-android-analyse-mit-mobsf-in-docker\">4. Android-Analyse mit MobSF (in Docker)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">docker\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> opensecurity/mobile-security-framework-mobsf\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">docker\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> run\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -it\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -p\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 8000:8000\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mobsf\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>Nutze immer \u003Cstrong>aktuelle Snapshots\u003C/strong> oder VM-Clones vor gefährlichen Tests\u003C/li>\n\u003Cli>Verwende separate Netzwerke (z. B. Host-only oder NAT) für Tests\u003C/li>\n\u003Cli>Deaktiviere automatisches WLAN bei forensischen Analysen\u003C/li>\n\u003Cli>Prüfe und aktualisiere regelmäßig Toolsets (\u003Ccode>apt\u003C/code>, \u003Ccode>git\u003C/code>, \u003Ccode>pip\u003C/code>)\u003C/li>\n\u003Cli>Halte deine ISO-Images versioniert für forensische Reproduzierbarkeit\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"troubleshooting\">Troubleshooting\u003C/h2>\n\u003Ch3 id=\"problem-keine-internetverbindung-nach-installation\">Problem: Keine Internetverbindung nach Installation\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> Netzwerkadapter prüfen, ggf. mit \u003Ccode>ifconfig\u003C/code> oder \u003Ccode>ip a\u003C/code> überprüfen, DHCP aktivieren.\u003C/p>\n\u003Ch3 id=\"problem-tools-fehlen-nach-update\">Problem: Tools fehlen nach Update\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> Tool-Gruppen wie \u003Ccode>kali-linux-default\u003C/code> manuell nachinstallieren:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> kali-linux-default\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"problem-permission-denied-bei-tools\">Problem: „Permission Denied“ bei Tools\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> Root-Rechte nutzen oder mit \u003Ccode>sudo\u003C/code> ausführen.\u003C/p>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Kustomisierung von Kali ISOs\u003C/strong> mit \u003Ccode>live-build\u003C/code>\u003C/li>\n\u003Cli>\u003Cstrong>NetHunter\u003C/strong>: Kali für mobile Geräte (Android)\u003C/li>\n\u003Cli>\u003Cstrong>Kali Purple\u003C/strong>: Defensive Security Suite\u003C/li>\n\u003Cli>Integration mit \u003Cstrong>Cloud-Infrastrukturen\u003C/strong> via WSL oder Azure\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cp>\u003Cstrong>Links & Ressourcen:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Offizielle Website: \u003Ca href=\"https://kali.org/\">https://kali.org\u003C/a>\u003C/li>\n\u003Cli>Dokumentation: \u003Ca href=\"https://docs.kali.org/\">https://docs.kali.org/\u003C/a>\u003C/li>\n\u003Cli>GitLab Repo: \u003Ca href=\"https://gitlab.com/kalilinux\">https://gitlab.com/kalilinux\u003C/a>\u003C/li>\n\u003Cli>Discord-Community: \u003Ca href=\"https://discord.com/invite/kali-linux\">https://discord.com/invite/kali-linux\u003C/a>\u003C/li>\n\u003C/ul>",{"headings":172,"localImagePaths":219,"remoteImagePaths":220,"frontmatter":151,"imagePaths":221},[173,174,175,178,181,184,185,188,191,194,195,198,201,204,207,208,209,212,215,218],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":48,"text":49},{"depth":51,"slug":176,"text":177},"option-1-live-system-usbdvd","Option 1: Live-System (USB/DVD)",{"depth":51,"slug":179,"text":180},"option-2-installation-auf-festplatte","Option 2: Installation auf Festplatte",{"depth":51,"slug":182,"text":183},"option-3-virtuelle-maschine-vm","Option 3: Virtuelle Maschine (VM)",{"depth":47,"slug":58,"text":59},{"depth":51,"slug":186,"text":187},"netzwerkeinstellungen","Netzwerkeinstellungen",{"depth":51,"slug":189,"text":190},"updates--paketquellen","Updates & Paketquellen",{"depth":51,"slug":192,"text":193},"sprache--lokalisierung","Sprache & Lokalisierung",{"depth":47,"slug":70,"text":71},{"depth":51,"slug":196,"text":197},"1-netzwerkscan-mit-nmap","1. Netzwerkscan mit Nmap",{"depth":51,"slug":199,"text":200},"2-passwort-cracking-mit-john-the-ripper","2. Passwort-Cracking mit John the Ripper",{"depth":51,"slug":202,"text":203},"3-forensik-mit-autopsy","3. Forensik mit Autopsy",{"depth":51,"slug":205,"text":206},"4-android-analyse-mit-mobsf-in-docker","4. Android-Analyse mit MobSF (in Docker)",{"depth":47,"slug":79,"text":80},{"depth":47,"slug":82,"text":83},{"depth":51,"slug":210,"text":211},"problem-keine-internetverbindung-nach-installation","Problem: Keine Internetverbindung nach Installation",{"depth":51,"slug":213,"text":214},"problem-tools-fehlen-nach-update","Problem: Tools fehlen nach Update",{"depth":51,"slug":216,"text":217},"problem-permission-denied-bei-tools","Problem: „Permission Denied“ bei Tools",{"depth":47,"slug":94,"text":95},[],[],[],"kali-linux.md","nextcloud",{"id":223,"data":225,"body":239,"filePath":240,"digest":241,"rendered":242,"legacyId":278},{"title":226,"tool_name":227,"description":228,"last_updated":229,"author":16,"difficulty":230,"categories":231,"tags":233,"sections":238,"review_status":34},"Nextcloud - Sichere Kollaborationsplattform","Nextcloud","Detaillierte Anleitung und Best Practices für Nextcloud in forensischen Einsatzszenarien",["Date","2025-07-20T00:00:00.000Z"],"novice",[232],"collaboration-general",[25,234,235,27,236,237],"collaboration","file-sharing","encryption","document-management",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":33},"> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\nNextcloud ist eine Open-Source-Cloud-Suite, die speziell für die sichere Zusammenarbeit entwickelt wurde. Sie eignet sich ideal für forensische Teams, da sie eine DSGVO-konforme Umgebung mit verschlüsselter Dateiablage, Office-Integration und Videokonferenzen bereitstellt. Zusätzlich bietet Nextcloud einen integrierten SSO-Provider, der das Identitätsmanagement für andere forensische Tools stark vereinfacht.\n\nSkalierbar von kleinen Raspberry-Pi-Installationen bis hin zu hochverfügbaren Multi-Node-Setups.\n\n- **Website:** [nextcloud.com](https://nextcloud.com/)\n- **Demo/Projektinstanz:** [cloud.cc24.dev](https://cloud.cc24.dev)\n- **Statusseite:** [Mikoshi Status](https://status.mikoshi.de/api/badge/11/status)\n- **Lizenz:** AGPL-3.0\n\n---\n\n## Installation\n\n### Voraussetzungen\n\n- Linux-Server oder Raspberry Pi\n- PHP 8.1 oder höher\n- MariaDB/PostgreSQL\n- Webserver (Apache/Nginx)\n- SSL-Zertifikat (empfohlen: Let's Encrypt)\n\n### Installationsschritte (Ubuntu Beispiel)\n\n```bash\nsudo apt update && sudo apt upgrade\nsudo apt install apache2 mariadb-server libapache2-mod-php php php-mysql \\\n php-gd php-xml php-mbstring php-curl php-zip php-intl php-bcmath unzip\n\nwget https://download.nextcloud.com/server/releases/latest.zip\nunzip latest.zip -d /var/www/\nchown -R www-data:www-data /var/www/nextcloud\n````\n\nDanach den Web-Installer im Browser aufrufen (`https://\u003Cyour-domain>/nextcloud`) und Setup abschließen.\n\n## Konfiguration\n\n* **Trusted Domains** in `config.php` definieren\n* SSO mit OpenID Connect aktivieren\n* Dateiverschlüsselung aktivieren (`Settings → Security`)\n* Benutzer und Gruppen über LDAP oder SAML integrieren\n\n## Verwendungsbeispiele\n\n### Gemeinsame Fallbearbeitung\n\n1. Ermittlungsordner als geteiltes Gruppenverzeichnis anlegen\n2. Versionierung und Kommentare zu forensischen Berichten aktivieren\n3. Vorschau für Office-Dateien, PDFs und Bilder direkt im Browser nutzen\n\n### Videokonferenzen mit \"Nextcloud Talk\"\n\n* Sichere Kommunikation zwischen Ermittlern und Sachverständigen\n* Ende-zu-Ende-verschlüsselt\n* Bildschirmfreigabe möglich\n\n### Automatischer Dateiimport per API\n\n* REST-Schnittstelle nutzen, um z. B. automatisch Logdateien oder Exportdaten hochzuladen\n* Ideal für Anbindung an SIEM, DLP oder Analyse-Pipelines\n\n## Best Practices\n\n* Zwei-Faktor-Authentifizierung aktivieren\n* Tägliche Backups der Datenbank und Datenstruktur\n* Nutzung von OnlyOffice oder Collabora für revisionssichere Dokumentenbearbeitung\n* Zugriff regelmäßig überprüfen, insbesondere bei externen Partnern\n\n## Troubleshooting\n\n### Problem: Langsame Performance\n\n**Lösung:** APCu aktivieren und Caching optimieren (`config.php → 'memcache.local'`).\n\n### Problem: Dateien erscheinen nicht im Sync\n\n**Lösung:** Cronjob für `files:scan` konfigurieren oder manuell ausführen:\n\n```bash\nsudo -u www-data php /var/www/nextcloud/occ files:scan --all\n```\n\n### Problem: Fehlermeldung \"Trusted domain not set\"\n\n**Lösung:** In `config/config.php` Eintrag `trusted_domains` korrekt konfigurieren:\n\n```php\n'trusted_domains' =>\n array (\n 0 => 'yourdomain.tld',\n 1 => 'cloud.cc24.dev',\n ),\n```\n\n## Weiterführende Themen\n\n* **Integration mit Forensik-Plattformen** (über WebDAV, API oder SSO)\n* **Custom Apps entwickeln** für spezielle Ermittlungs-Workflows\n* **Auditing aktivieren**: Nutzung und Änderungen nachvollziehen mit Protokollierungsfunktionen","src/content/knowledgebase/nextcloud.md","9294074e6083e37b",{"html":243,"metadata":244},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>Nextcloud ist eine Open-Source-Cloud-Suite, die speziell für die sichere Zusammenarbeit entwickelt wurde. Sie eignet sich ideal für forensische Teams, da sie eine DSGVO-konforme Umgebung mit verschlüsselter Dateiablage, Office-Integration und Videokonferenzen bereitstellt. Zusätzlich bietet Nextcloud einen integrierten SSO-Provider, der das Identitätsmanagement für andere forensische Tools stark vereinfacht.\u003C/p>\n\u003Cp>Skalierbar von kleinen Raspberry-Pi-Installationen bis hin zu hochverfügbaren Multi-Node-Setups.\u003C/p>\n\u003Cul>\n\u003Cli>\u003Cstrong>Website:\u003C/strong> \u003Ca href=\"https://nextcloud.com/\">nextcloud.com\u003C/a>\u003C/li>\n\u003Cli>\u003Cstrong>Demo/Projektinstanz:\u003C/strong> \u003Ca href=\"https://cloud.cc24.dev\">cloud.cc24.dev\u003C/a>\u003C/li>\n\u003Cli>\u003Cstrong>Statusseite:\u003C/strong> \u003Ca href=\"https://status.mikoshi.de/api/badge/11/status\">Mikoshi Status\u003C/a>\u003C/li>\n\u003Cli>\u003Cstrong>Lizenz:\u003C/strong> AGPL-3.0\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Ch2 id=\"installation\">Installation\u003C/h2>\n\u003Ch3 id=\"voraussetzungen\">Voraussetzungen\u003C/h3>\n\u003Cul>\n\u003Cli>Linux-Server oder Raspberry Pi\u003C/li>\n\u003Cli>PHP 8.1 oder höher\u003C/li>\n\u003Cli>MariaDB/PostgreSQL\u003C/li>\n\u003Cli>Webserver (Apache/Nginx)\u003C/li>\n\u003Cli>SSL-Zertifikat (empfohlen: Let’s Encrypt)\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"installationsschritte-ubuntu-beispiel\">Installationsschritte (Ubuntu Beispiel)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> upgrade\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apache2\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mariadb-server\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> libapache2-mod-php\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-mysql\u003C/span>\u003Cspan style=\"color:#79B8FF\"> \\\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#9ECBFF\"> php-gd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-xml\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-mbstring\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-curl\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-zip\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-intl\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php-bcmath\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unzip\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">wget\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://download.nextcloud.com/server/releases/latest.zip\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">unzip\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> latest.zip\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -d\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">chown\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -R\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> www-data:www-data\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/nextcloud\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Cp>Danach den Web-Installer im Browser aufrufen (\u003Ccode>https://<your-domain>/nextcloud\u003C/code>) und Setup abschließen.\u003C/p>\n\u003Ch2 id=\"konfiguration\">Konfiguration\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Trusted Domains\u003C/strong> in \u003Ccode>config.php\u003C/code> definieren\u003C/li>\n\u003Cli>SSO mit OpenID Connect aktivieren\u003C/li>\n\u003Cli>Dateiverschlüsselung aktivieren (\u003Ccode>Settings → Security\u003C/code>)\u003C/li>\n\u003Cli>Benutzer und Gruppen über LDAP oder SAML integrieren\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"gemeinsame-fallbearbeitung\">Gemeinsame Fallbearbeitung\u003C/h3>\n\u003Col>\n\u003Cli>Ermittlungsordner als geteiltes Gruppenverzeichnis anlegen\u003C/li>\n\u003Cli>Versionierung und Kommentare zu forensischen Berichten aktivieren\u003C/li>\n\u003Cli>Vorschau für Office-Dateien, PDFs und Bilder direkt im Browser nutzen\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"videokonferenzen-mit-nextcloud-talk\">Videokonferenzen mit “Nextcloud Talk”\u003C/h3>\n\u003Cul>\n\u003Cli>Sichere Kommunikation zwischen Ermittlern und Sachverständigen\u003C/li>\n\u003Cli>Ende-zu-Ende-verschlüsselt\u003C/li>\n\u003Cli>Bildschirmfreigabe möglich\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"automatischer-dateiimport-per-api\">Automatischer Dateiimport per API\u003C/h3>\n\u003Cul>\n\u003Cli>REST-Schnittstelle nutzen, um z. B. automatisch Logdateien oder Exportdaten hochzuladen\u003C/li>\n\u003Cli>Ideal für Anbindung an SIEM, DLP oder Analyse-Pipelines\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>Zwei-Faktor-Authentifizierung aktivieren\u003C/li>\n\u003Cli>Tägliche Backups der Datenbank und Datenstruktur\u003C/li>\n\u003Cli>Nutzung von OnlyOffice oder Collabora für revisionssichere Dokumentenbearbeitung\u003C/li>\n\u003Cli>Zugriff regelmäßig überprüfen, insbesondere bei externen Partnern\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"troubleshooting\">Troubleshooting\u003C/h2>\n\u003Ch3 id=\"problem-langsame-performance\">Problem: Langsame Performance\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> APCu aktivieren und Caching optimieren (\u003Ccode>config.php → 'memcache.local'\u003C/code>).\u003C/p>\n\u003Ch3 id=\"problem-dateien-erscheinen-nicht-im-sync\">Problem: Dateien erscheinen nicht im Sync\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> Cronjob für \u003Ccode>files:scan\u003C/code> konfigurieren oder manuell ausführen:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -u\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> www-data\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> php\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /var/www/nextcloud/occ\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> files:scan\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --all\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"problem-fehlermeldung-trusted-domain-not-set\">Problem: Fehlermeldung “Trusted domain not set”\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong> In \u003Ccode>config/config.php\u003C/code> Eintrag \u003Ccode>trusted_domains\u003C/code> korrekt konfigurieren:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"php\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#9ECBFF\">'trusted_domains'\u003C/span>\u003Cspan style=\"color:#F97583\"> =>\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\"> array\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> (\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\"> 0\u003C/span>\u003Cspan style=\"color:#F97583\"> =>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 'yourdomain.tld'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\"> 1\u003C/span>\u003Cspan style=\"color:#F97583\"> =>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 'cloud.cc24.dev'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">,\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\"> ),\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Integration mit Forensik-Plattformen\u003C/strong> (über WebDAV, API oder SSO)\u003C/li>\n\u003Cli>\u003Cstrong>Custom Apps entwickeln\u003C/strong> für spezielle Ermittlungs-Workflows\u003C/li>\n\u003Cli>\u003Cstrong>Auditing aktivieren\u003C/strong>: Nutzung und Änderungen nachvollziehen mit Protokollierungsfunktionen\u003C/li>\n\u003C/ul>",{"headings":245,"localImagePaths":275,"remoteImagePaths":276,"frontmatter":225,"imagePaths":277},[246,247,248,249,252,253,254,257,260,263,264,265,268,271,274],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":48,"text":49},{"depth":51,"slug":52,"text":53},{"depth":51,"slug":250,"text":251},"installationsschritte-ubuntu-beispiel","Installationsschritte (Ubuntu Beispiel)",{"depth":47,"slug":58,"text":59},{"depth":47,"slug":70,"text":71},{"depth":51,"slug":255,"text":256},"gemeinsame-fallbearbeitung","Gemeinsame Fallbearbeitung",{"depth":51,"slug":258,"text":259},"videokonferenzen-mit-nextcloud-talk","Videokonferenzen mit “Nextcloud Talk”",{"depth":51,"slug":261,"text":262},"automatischer-dateiimport-per-api","Automatischer Dateiimport per API",{"depth":47,"slug":79,"text":80},{"depth":47,"slug":82,"text":83},{"depth":51,"slug":266,"text":267},"problem-langsame-performance","Problem: Langsame Performance",{"depth":51,"slug":269,"text":270},"problem-dateien-erscheinen-nicht-im-sync","Problem: Dateien erscheinen nicht im Sync",{"depth":51,"slug":272,"text":273},"problem-fehlermeldung-trusted-domain-not-set","Problem: Fehlermeldung “Trusted domain not set”",{"depth":47,"slug":94,"text":95},[],[],[],"nextcloud.md","android-logical-imaging",{"id":279,"data":281,"body":295,"filePath":296,"digest":297,"rendered":298,"legacyId":526},{"title":282,"tool_name":283,"description":284,"last_updated":285,"author":286,"difficulty":287,"categories":288,"tags":290,"sections":294,"review_status":34},"Extraktion logischer Dateisysteme alter Android-Smartphones - eine KI-Recherche","Android Logical Imaging","Wie man alte Android-Handys aufbekommen könnte - eine Recherche von Claude",["Date","2025-07-21T00:00:00.000Z"],"Claude 4 Sonnet (Research)","advanced",[289],"data-collection",[291,292,293],"imaging","filesystem","hardware-interface",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":32},"# Übersicht\n\nOpen-Source Android Forensik bietet robuste Alternativen zu kommerziellen Lösungen wie Cellebrite UFED und Magnet AXIOM. Besonders für ältere Android-Geräte (5+ Jahre) existieren bewährte Methoden zur Datenextraktion und -analyse.\n\n## Kernkomponenten des Open-Source Forensik-Stacks\n\n**Autopsy Digital Forensics Platform** bildet das Fundament mit GUI-basierter Analyse und integrierten Android-Parsing-Fähigkeiten. Die Plattform unterstützt **ALEAPP (Android Logs Events And Protobuf Parser)**, das über 100 Artefakt-Kategorien aus Android-Extraktionen parst.\n\n**Mobile Verification Toolkit (MVT)** von Amnesty International bietet spezialisierte Command-Line-Tools für Android-Analyse mit Fokus auf Kompromittierungserkennung.\n\n**SIFT Workstation** stellt eine komplette Ubuntu-basierte forensische Umgebung mit 125+ vorinstallierten Tools bereit.\n\n## Erfolgsraten nach Gerätealter\n\n- **Pre-2017 Geräte**: 85-98% logische Extraktion, 30-70% physische Extraktion\n- **2017-2019 Geräte**: 80-95% logische Extraktion, 15-35% physische Extraktion \n- **2020+ Geräte**: 70-85% logische Extraktion, 5-15% physische Extraktion\n\n# Installation\n\n## SIFT Workstation Setup\n\n### Systemanforderungen\n- Quad-Core CPU 2.5GHz+\n- 16GB+ RAM\n- 500GB+ SSD Speicher\n- USB 3.0+ Anschlüsse\n\n### Installation\n1. Download von [SANS SIFT Workstation](https://www.sans.org/tools/sift-workstation/)\n2. VMware/VirtualBox Import der OVA-Datei\n3. VM-Konfiguration: 8GB+ RAM, 4+ CPU-Kerne\n\n```bash\n# Update nach Installation\nsudo apt update && sudo apt upgrade -y\nsudo sift update\n```\n\n## Autopsy Installation\n\n### Windows Installation\n1. Download von [autopsy.com](https://www.autopsy.com/)\n2. Java 8+ Installation erforderlich\n3. Installation mit Administratorrechten\n\n### Linux Installation\n```bash\n# Ubuntu/Debian\nsudo apt install autopsy sleuthkit\n# Oder manueller Download und Installation\nwget https://github.com/sleuthkit/autopsy/releases/latest\n```\n\n## Essential Tools Installation\n\n### Android Debug Bridge (ADB)\n```bash\n# Ubuntu/Debian\nsudo apt install android-tools-adb android-tools-fastboot\n\n# Windows - Download Android Platform Tools\n# https://developer.android.com/studio/releases/platform-tools\n```\n\n### ALEAPP Installation\n```bash\ngit clone https://github.com/abrignoni/ALEAPP.git\ncd ALEAPP\npip3 install -r requirements.txt\n```\n\n### Mobile Verification Toolkit (MVT)\n```bash\npip3 install mvt\n# Oder via GitHub für neueste Version\ngit clone https://github.com/mvt-project/mvt.git\ncd mvt && pip3 install .\n```\n\n### Andriller Installation\n```bash\ngit clone https://github.com/den4uk/andriller.git\ncd andriller\npip3 install -r requirements.txt\n```\n\n# Konfiguration\n\n## ADB Setup und Gerätevorbereitung\n\n### USB-Debugging aktivieren\n1. Entwickleroptionen freischalten (7x Build-Nummer antippen)\n2. USB-Debugging aktivieren\n3. Gerät via USB verbinden\n4. RSA-Fingerprint akzeptieren\n\n### ADB Verbindung testen\n```bash\nadb devices\n# Sollte Gerät mit \"device\" Status zeigen\nadb shell getprop ro.build.version.release # Android Version\nadb shell getprop ro.product.model # Gerätemodell\n```\n\n## Autopsy Projektkonfiguration\n\n### Case-Setup\n1. Neuen Fall erstellen\n2. Ermittler-Informationen eingeben\n3. Case-Verzeichnis festlegen (ausreichend Speicherplatz)\n\n### Android Analyzer Module aktivieren\n- Tools → Options → Modules\n- Android Analyzer aktivieren\n- ALEAPP Integration konfigurieren\n\n### Hash-Algorithmen konfigurieren\n- MD5, SHA-1, SHA-256 für Integritätsprüfung\n- Automatische Hash-Berechnung bei Import aktivieren\n\n## MVT Konfiguration\n\n### Konfigurationsdatei erstellen\n```yaml\n# ~/.mvt/config.yaml\nadb_path: \"/usr/bin/adb\"\noutput_folder: \"/home/user/mvt_output\"\n```\n\n# Verwendungsbeispiele\n\n## Fall 1: Logische Datenextraktion mit ADB\n\n### Geräteinformationen sammeln\n```bash\n# Systeminfo\nadb shell getprop > device_properties.txt\nadb shell cat /proc/version > kernel_info.txt\nadb shell mount > mount_info.txt\n\n# Installierte Apps\nadb shell pm list packages -f > installed_packages.txt\n```\n\n### Datenbank-Extraktion\n```bash\n# SMS/MMS Datenbank\nadb pull /data/data/com.android.providers.telephony/databases/mmssms.db\n\n# Kontakte\nadb pull /data/data/com.android.providers.contacts/databases/contacts2.db\n\n# Anrufliste \nadb pull /data/data/com.android.providers.contacts/databases/calllog.db\n```\n\n### WhatsApp Datenextraktion\n```bash\n# WhatsApp Datenbanken (Root erforderlich)\nadb shell su -c \"cp -r /data/data/com.whatsapp/ /sdcard/whatsapp_backup/\"\nadb pull /sdcard/whatsapp_backup/\n```\n\n## Fall 2: Android Backup-Analyse\n\n### Vollständiges Backup erstellen\n```bash\n# Umfassendes Backup (ohne Root)\nadb backup -all -system -apk -shared -f backup.ab\n\n# Backup entschlüsseln (falls verschlüsselt)\njava -jar abe.jar unpack backup.ab backup.tar\ntar -xf backup.tar\n```\n\n### Backup mit ALEAPP analysieren\n```bash\npython3 aleappGUI.py\n# Oder Command-Line\npython3 aleapp.py -t tar -i backup.tar -o output_folder\n```\n\n## Fall 3: MVT Kompromittierungsanalyse\n\n### Live-Geräteanalyse\n```bash\n# ADB-basierte Analyse\nmvt-android check-adb --output /path/to/output/\n\n# Backup-Analyse\nmvt-android check-backup --output /path/to/output/ backup.ab\n```\n\n### IOC-Suche mit Pegasus-Indikatoren\n```bash\n# Mit vorgefertigten IOCs\nmvt-android check-adb --iocs /path/to/pegasus.stix2 --output results/\n```\n\n## Fall 4: Physische Extraktion (Root erforderlich)\n\n### Device Rooting - MediaTek Geräte\n```bash\n# MTKClient für MediaTek-Chipsets\ngit clone https://github.com/bkerler/mtkclient.git\ncd mtkclient\npython3 mtk payload\n\n# Nach erfolgreichem Root\nadb shell su\n```\n\n### Vollständiges Memory Dump\n```bash\n# Partitionslayout ermitteln\nadb shell su -c \"cat /proc/partitions\"\nadb shell su -c \"ls -la /dev/block/\"\n\n# Vollständiges Device Image (Root erforderlich)\nadb shell su -c \"dd if=/dev/block/mmcblk0 of=/sdcard/full_device.img bs=4096\"\nadb pull /sdcard/full_device.img\n```\n\n# Best Practices\n\n## Rechtliche Compliance\n\n### Dokumentation und Chain of Custody\n- **Vollständige Dokumentation**: Wer, Was, Wann, Wo, Warum\n- **Hash-Verifikation**: MD5/SHA-256 für alle extrahierten Daten\n- **Nur forensische Kopien analysieren**, niemals Originaldaten\n- **Schriftliche Genehmigung** für Geräteanalyse einholen\n\n### Familiengeräte und Nachlässe\n- Genehmigung durch Nachlassverwalter erforderlich\n- Gerichtsbeschlüsse für Cloud-Zugang eventuell nötig\n- Drittpartei-Kommunikation kann weiterhin geschützt sein\n\n## Technische Best Practices\n\n### Hash-Integrität sicherstellen\n```bash\n# Hash vor und nach Transfer prüfen\nmd5sum original_file.db\nsha256sum original_file.db\n\n# Hash-Verifikation dokumentieren\necho \"$(date): MD5: $(md5sum file.db)\" >> chain_of_custody.log\n```\n\n### Sichere Arbeitsumgebung\n- Isolierte VM für Forensik-Arbeit\n- Netzwerk-Isolation während Analyse\n- Verschlüsselte Speicherung aller Evidenz\n- Regelmäßige Backups der Case-Datenbanken\n\n### Qualitätssicherung\n- Peer-Review kritischer Analysen\n- Standardisierte Arbeitsabläufe (SOPs)\n- Regelmäßige Tool-Validierung\n- Kontinuierliche Weiterbildung\n\n## Erfolgsmaximierung nach Gerätehersteller\n\n### MediaTek-Geräte (Höchste Erfolgsrate)\n- BootROM-Exploits für MT6735, MT6737, MT6750, MT6753, MT6797\n- MTKClient für Hardware-Level-Zugang\n- Erfolgsrate: 80%+ für Geräte 2015-2019\n\n### Samsung-Geräte\n- Ältere Knox-Implementierungen umgehbar\n- Emergency Dialer Exploits für Android 4.x\n- Erfolgsrate: 40-70% je nach Knox-Version\n\n### Pixel/Nexus-Geräte\n- Bootloader-Unlocking oft möglich\n- Fastboot-basierte Recovery-Installation\n- Erfolgsrate: 60-80% bei freigeschaltetem Bootloader\n\n# Troubleshooting\n\n## Problem: ADB erkennt Gerät nicht\n\n### Lösung: USB-Treiber und Berechtigungen\n```bash\n# Linux: USB-Berechtigungen prüfen\nlsusb | grep -i android\nsudo chmod 666 /dev/bus/usb/XXX/XXX\n\n# udev-Regeln erstellen\necho 'SUBSYSTEM==\"usb\", ATTR{idVendor}==\"18d1\", MODE=\"0666\", GROUP=\"plugdev\"' | sudo tee /etc/udev/rules.d/51-android.rules\nsudo udevadm control --reload-rules\n```\n\n### Windows: Treiber-Installation\n1. Geräte-Manager öffnen\n2. Android-Gerät mit Warnsymbol finden\n3. Treiber manuell installieren (Android USB Driver)\n\n## Problem: Verschlüsselte Android Backups\n\n### Lösung: Android Backup Extractor\n```bash\n# ADB Backup Extractor installieren\ngit clone https://github.com/nelenkov/android-backup-extractor.git\ncd android-backup-extractor\ngradle build\n\n# Backup entschlüsseln\njava -jar abe.jar unpack backup.ab backup.tar [password]\n```\n\n## Problem: Unzureichende Berechtigungen für Datenextraktion\n\n### Lösung: Alternative Extraktionsmethoden\n```bash\n# AFLogical OSE für begrenzte Extraktion ohne Root\n# WhatsApp Key/DB Extractor für spezifische Apps\n# Backup-basierte Extraktion als Fallback\n\n# Custom Recovery für erweiterten Zugang\nfastboot flash recovery twrp-device.img\n```\n\n## Problem: ALEAPP Parsing-Fehler\n\n### Lösung: Datenformat-Probleme beheben\n```bash\n# Log-Dateien prüfen\npython3 aleapp.py -t dir -i /path/to/data -o output --debug\n\n# Spezifische Parser deaktivieren\n# Manuelle SQLite-Analyse bei Parser-Fehlern\nsqlite3 database.db \".tables\"\nsqlite3 database.db \".schema table_name\"\n```\n\n# Erweiterte Techniken\n\n## Memory Forensics mit LiME\n\n### LiME für ARM-Devices kompilieren\n```bash\n# Cross-Compilation Setup\nexport ARCH=arm\nexport CROSS_COMPILE=arm-linux-gnueabi-\nexport KERNEL_DIR=/path/to/kernel/source\n\n# LiME Module kompilieren\ngit clone https://github.com/504ensicsLabs/LiME.git\ncd LiME/src\nmake\n\n# Memory Dump erstellen (Root erforderlich)\nadb push lime.ko /data/local/tmp/\nadb shell su -c \"insmod /data/local/tmp/lime.ko 'path=/sdcard/memory.lime format=lime'\"\n```\n\n### Volatility-Analyse von Android Memory\n```bash\n# Memory Dump analysieren\npython vol.py -f memory.lime --profile=Linux \u003Cprofile> linux.pslist\npython vol.py -f memory.lime --profile=Linux \u003Cprofile> linux.bash\npython vol.py -f memory.lime --profile=Linux \u003Cprofile> linux.netstat\n```\n\n## FRIDA-basierte Runtime-Analyse\n\n### FRIDA für Kryptographie-Hooks\n```javascript\n// crypto_hooks.js - SSL/TLS Traffic abfangen\nJava.perform(function() {\n var SSLContext = Java.use(\"javax.net.ssl.SSLContext\");\n SSLContext.init.overload('[Ljavax.net.ssl.KeyManager;', '[Ljavax.net.ssl.TrustManager;', 'java.security.SecureRandom').implementation = function(keyManagers, trustManagers, secureRandom) {\n console.log(\"[+] SSLContext.init() called\");\n this.init(keyManagers, trustManagers, secureRandom);\n };\n});\n```\n\n### FRIDA Installation und Verwendung\n```bash\n# FRIDA Server auf Android-Gerät installieren\nadb push frida-server /data/local/tmp/\nadb shell su -c \"chmod 755 /data/local/tmp/frida-server\"\nadb shell su -c \"/data/local/tmp/frida-server &\"\n\n# Script ausführen\nfrida -U -l crypto_hooks.js com.target.package\n```\n\n## Custom Recovery und Fastboot-Exploits\n\n### TWRP Installation für forensischen Zugang\n```bash\n# Bootloader entsperren (Herstellerabhängig)\nfastboot oem unlock\n# Oder\nfastboot flashing unlock\n\n# TWRP flashen\nfastboot flash recovery twrp-device.img\nfastboot boot twrp-device.img # Temporäre Installation\n\n# In TWRP: ADB-Zugang mit Root-Berechtigungen\nadb shell mount /system\nadb shell mount /data\n```\n\n### Partitions-Imaging mit dd\n```bash\n# Vollständige Partition-Liste\nadb shell cat /proc/partitions\n\n# Kritische Partitionen extrahieren\nadb shell dd if=/dev/block/bootdevice/by-name/system of=/external_sd/system.img\nadb shell dd if=/dev/block/bootdevice/by-name/userdata of=/external_sd/userdata.img\nadb shell dd if=/dev/block/bootdevice/by-name/boot of=/external_sd/boot.img\n```\n\n## SQLite Forensics und gelöschte Daten\n\n### Erweiterte SQLite-Analyse\n```bash\n# Freelist-Analyse für gelöschte Einträge\nsqlite3 database.db \"PRAGMA freelist_count;\"\nsqlite3 database.db \"PRAGMA page_size;\"\n\n# WAL-Datei Analyse\nsqlite3 database.db \"PRAGMA wal_checkpoint;\"\nstrings database.db-wal | grep -i \"search_term\"\n\n# Undark für Deleted Record Recovery\nundark database.db --freelist --export-csv\n```\n\n### Timeline-Rekonstruktion\n```bash\n# Autopsy Timeline-Generierung\n# Tools → Generate Timeline\n# Analyse von MAC-Times (Modified, Accessed, Created)\n\n# Plaso Timeline-Tools\nlog2timeline.py timeline.plaso /path/to/android/data/\npsort.py -o dynamic timeline.plaso\n```\n\n## Weiterführende Ressourcen\n\n### Dokumentation und Standards\n- [NIST SP 800-101 Rev. 1 - Mobile Device Forensics Guidelines](https://csrc.nist.gov/pubs/sp/800/101/r1/final)\n- [SANS FOR585 - Smartphone Forensics](https://www.sans.org/cyber-security-courses/advanced-smartphone-mobile-device-forensics/)\n- [ALEAPP GitHub Repository](https://github.com/abrignoni/ALEAPP)\n- [MVT Documentation](https://docs.mvt.re/en/latest/)\n\n### Community und Weiterbildung\n- [Autopsy User Documentation](https://sleuthkit.org/autopsy/docs/)\n- [Android Forensics References](https://github.com/impillar/AndroidReferences/blob/master/AndroidTools.md)\n- [Digital Forensics Framework Collection](https://github.com/mesquidar/ForensicsTools)\n\n### Spezialisierte Tools\n- [MTKClient für MediaTek Exploits](https://github.com/bkerler/mtkclient)\n- [Android Forensics Framework](https://github.com/nowsecure/android-forensics)\n- [Santoku Linux Mobile Forensics Distribution](https://santoku-linux.com/)\n\n---\n\n**Wichtiger Hinweis**: Diese Anleitung dient ausschließlich für autorisierte forensische Untersuchungen. Stellen Sie sicher, dass Sie über entsprechende rechtliche Befugnisse verfügen, bevor Sie diese Techniken anwenden. Bei Zweifeln konsultieren Sie Rechtsberatung.","src/content/knowledgebase/android-logical-imaging.md","0bb3f1d2c872d2bf",{"html":299,"metadata":300},"\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>Open-Source Android Forensik bietet robuste Alternativen zu kommerziellen Lösungen wie Cellebrite UFED und Magnet AXIOM. Besonders für ältere Android-Geräte (5+ Jahre) existieren bewährte Methoden zur Datenextraktion und -analyse.\u003C/p>\n\u003Ch2 id=\"kernkomponenten-des-open-source-forensik-stacks\">Kernkomponenten des Open-Source Forensik-Stacks\u003C/h2>\n\u003Cp>\u003Cstrong>Autopsy Digital Forensics Platform\u003C/strong> bildet das Fundament mit GUI-basierter Analyse und integrierten Android-Parsing-Fähigkeiten. Die Plattform unterstützt \u003Cstrong>ALEAPP (Android Logs Events And Protobuf Parser)\u003C/strong>, das über 100 Artefakt-Kategorien aus Android-Extraktionen parst.\u003C/p>\n\u003Cp>\u003Cstrong>Mobile Verification Toolkit (MVT)\u003C/strong> von Amnesty International bietet spezialisierte Command-Line-Tools für Android-Analyse mit Fokus auf Kompromittierungserkennung.\u003C/p>\n\u003Cp>\u003Cstrong>SIFT Workstation\u003C/strong> stellt eine komplette Ubuntu-basierte forensische Umgebung mit 125+ vorinstallierten Tools bereit.\u003C/p>\n\u003Ch2 id=\"erfolgsraten-nach-gerätealter\">Erfolgsraten nach Gerätealter\u003C/h2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Pre-2017 Geräte\u003C/strong>: 85-98% logische Extraktion, 30-70% physische Extraktion\u003C/li>\n\u003Cli>\u003Cstrong>2017-2019 Geräte\u003C/strong>: 80-95% logische Extraktion, 15-35% physische Extraktion\u003C/li>\n\u003Cli>\u003Cstrong>2020+ Geräte\u003C/strong>: 70-85% logische Extraktion, 5-15% physische Extraktion\u003C/li>\n\u003C/ul>\n\u003Ch1 id=\"installation\">Installation\u003C/h1>\n\u003Ch2 id=\"sift-workstation-setup\">SIFT Workstation Setup\u003C/h2>\n\u003Ch3 id=\"systemanforderungen\">Systemanforderungen\u003C/h3>\n\u003Cul>\n\u003Cli>Quad-Core CPU 2.5GHz+\u003C/li>\n\u003Cli>16GB+ RAM\u003C/li>\n\u003Cli>500GB+ SSD Speicher\u003C/li>\n\u003Cli>USB 3.0+ Anschlüsse\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"installation-1\">Installation\u003C/h3>\n\u003Col>\n\u003Cli>Download von \u003Ca href=\"https://www.sans.org/tools/sift-workstation/\">SANS SIFT Workstation\u003C/a>\u003C/li>\n\u003Cli>VMware/VirtualBox Import der OVA-Datei\u003C/li>\n\u003Cli>VM-Konfiguration: 8GB+ RAM, 4+ CPU-Kerne\u003C/li>\n\u003C/ol>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Update nach Installation\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> upgrade\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -y\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> sift\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> update\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"autopsy-installation\">Autopsy Installation\u003C/h2>\n\u003Ch3 id=\"windows-installation\">Windows Installation\u003C/h3>\n\u003Col>\n\u003Cli>Download von \u003Ca href=\"https://www.autopsy.com/\">autopsy.com\u003C/a>\u003C/li>\n\u003Cli>Java 8+ Installation erforderlich\u003C/li>\n\u003Cli>Installation mit Administratorrechten\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"linux-installation\">Linux Installation\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Ubuntu/Debian\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> autopsy\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> sleuthkit\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Oder manueller Download und Installation\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">wget\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/sleuthkit/autopsy/releases/latest\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"essential-tools-installation\">Essential Tools Installation\u003C/h2>\n\u003Ch3 id=\"android-debug-bridge-adb\">Android Debug Bridge (ADB)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Ubuntu/Debian\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> apt\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> android-tools-adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> android-tools-fastboot\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Windows - Download Android Platform Tools\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># https://developer.android.com/studio/releases/platform-tools\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"aleapp-installation\">ALEAPP Installation\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/abrignoni/ALEAPP.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> ALEAPP\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">pip3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -r\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> requirements.txt\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"mobile-verification-toolkit-mvt\">Mobile Verification Toolkit (MVT)\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">pip3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mvt\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Oder via GitHub für neueste Version\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/mvt-project/mvt.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mvt\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> && \u003C/span>\u003Cspan style=\"color:#B392F0\">pip3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> .\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"andriller-installation\">Andriller Installation\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/den4uk/andriller.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> andriller\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">pip3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> install\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -r\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> requirements.txt\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch1 id=\"konfiguration\">Konfiguration\u003C/h1>\n\u003Ch2 id=\"adb-setup-und-gerätevorbereitung\">ADB Setup und Gerätevorbereitung\u003C/h2>\n\u003Ch3 id=\"usb-debugging-aktivieren\">USB-Debugging aktivieren\u003C/h3>\n\u003Col>\n\u003Cli>Entwickleroptionen freischalten (7x Build-Nummer antippen)\u003C/li>\n\u003Cli>USB-Debugging aktivieren\u003C/li>\n\u003Cli>Gerät via USB verbinden\u003C/li>\n\u003Cli>RSA-Fingerprint akzeptieren\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"adb-verbindung-testen\">ADB Verbindung testen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> devices\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Sollte Gerät mit \"device\" Status zeigen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> getprop\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> ro.build.version.release\u003C/span>\u003Cspan style=\"color:#6A737D\"> # Android Version\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> getprop\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> ro.product.model\u003C/span>\u003Cspan style=\"color:#6A737D\"> # Gerätemodell\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"autopsy-projektkonfiguration\">Autopsy Projektkonfiguration\u003C/h2>\n\u003Ch3 id=\"case-setup\">Case-Setup\u003C/h3>\n\u003Col>\n\u003Cli>Neuen Fall erstellen\u003C/li>\n\u003Cli>Ermittler-Informationen eingeben\u003C/li>\n\u003Cli>Case-Verzeichnis festlegen (ausreichend Speicherplatz)\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"android-analyzer-module-aktivieren\">Android Analyzer Module aktivieren\u003C/h3>\n\u003Cul>\n\u003Cli>Tools → Options → Modules\u003C/li>\n\u003Cli>Android Analyzer aktivieren\u003C/li>\n\u003Cli>ALEAPP Integration konfigurieren\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"hash-algorithmen-konfigurieren\">Hash-Algorithmen konfigurieren\u003C/h3>\n\u003Cul>\n\u003Cli>MD5, SHA-1, SHA-256 für Integritätsprüfung\u003C/li>\n\u003Cli>Automatische Hash-Berechnung bei Import aktivieren\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"mvt-konfiguration\">MVT Konfiguration\u003C/h2>\n\u003Ch3 id=\"konfigurationsdatei-erstellen\">Konfigurationsdatei erstellen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"yaml\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># ~/.mvt/config.yaml\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#85E89D\">adb_path\u003C/span>\u003Cspan style=\"color:#E1E4E8\">: \u003C/span>\u003Cspan style=\"color:#9ECBFF\">\"/usr/bin/adb\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#85E89D\">output_folder\u003C/span>\u003Cspan style=\"color:#E1E4E8\">: \u003C/span>\u003Cspan style=\"color:#9ECBFF\">\"/home/user/mvt_output\"\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch1 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h1>\n\u003Ch2 id=\"fall-1-logische-datenextraktion-mit-adb\">Fall 1: Logische Datenextraktion mit ADB\u003C/h2>\n\u003Ch3 id=\"geräteinformationen-sammeln\">Geräteinformationen sammeln\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Systeminfo\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> getprop\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> device_properties.txt\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> cat\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /proc/version\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> kernel_info.txt\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mount\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mount_info.txt\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Installierte Apps\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pm\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> list\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> packages\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> installed_packages.txt\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"datenbank-extraktion\">Datenbank-Extraktion\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># SMS/MMS Datenbank\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/data/com.android.providers.telephony/databases/mmssms.db\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Kontakte\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/data/com.android.providers.contacts/databases/contacts2.db\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Anrufliste \u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/data/com.android.providers.contacts/databases/calllog.db\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"whatsapp-datenextraktion\">WhatsApp Datenextraktion\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># WhatsApp Datenbanken (Root erforderlich)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"cp -r /data/data/com.whatsapp/ /sdcard/whatsapp_backup/\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /sdcard/whatsapp_backup/\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"fall-2-android-backup-analyse\">Fall 2: Android Backup-Analyse\u003C/h2>\n\u003Ch3 id=\"vollständiges-backup-erstellen\">Vollständiges Backup erstellen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Umfassendes Backup (ohne Root)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -all\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -system\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -apk\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -shared\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.ab\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Backup entschlüsseln (falls verschlüsselt)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">java\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -jar\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> abe.jar\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unpack\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.ab\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.tar\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">tar\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -xf\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.tar\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"backup-mit-aleapp-analysieren\">Backup mit ALEAPP analysieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> aleappGUI.py\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Oder Command-Line\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> aleapp.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -t\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> tar\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -i\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.tar\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -o\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> output_folder\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"fall-3-mvt-kompromittierungsanalyse\">Fall 3: MVT Kompromittierungsanalyse\u003C/h2>\n\u003Ch3 id=\"live-geräteanalyse\">Live-Geräteanalyse\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># ADB-basierte Analyse\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">mvt-android\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> check-adb\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --output\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/output/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Backup-Analyse\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">mvt-android\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> check-backup\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --output\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/output/\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.ab\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"ioc-suche-mit-pegasus-indikatoren\">IOC-Suche mit Pegasus-Indikatoren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Mit vorgefertigten IOCs\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">mvt-android\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> check-adb\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --iocs\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/pegasus.stix2\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --output\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> results/\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"fall-4-physische-extraktion-root-erforderlich\">Fall 4: Physische Extraktion (Root erforderlich)\u003C/h2>\n\u003Ch3 id=\"device-rooting---mediatek-geräte\">Device Rooting - MediaTek Geräte\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># MTKClient für MediaTek-Chipsets\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/bkerler/mtkclient.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mtkclient\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mtk\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> payload\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Nach erfolgreichem Root\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"vollständiges-memory-dump\">Vollständiges Memory Dump\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Partitionslayout ermitteln\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"cat /proc/partitions\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"ls -la /dev/block/\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Vollständiges Device Image (Root erforderlich)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"dd if=/dev/block/mmcblk0 of=/sdcard/full_device.img bs=4096\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> pull\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /sdcard/full_device.img\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch1 id=\"best-practices\">Best Practices\u003C/h1>\n\u003Ch2 id=\"rechtliche-compliance\">Rechtliche Compliance\u003C/h2>\n\u003Ch3 id=\"dokumentation-und-chain-of-custody\">Dokumentation und Chain of Custody\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Cstrong>Vollständige Dokumentation\u003C/strong>: Wer, Was, Wann, Wo, Warum\u003C/li>\n\u003Cli>\u003Cstrong>Hash-Verifikation\u003C/strong>: MD5/SHA-256 für alle extrahierten Daten\u003C/li>\n\u003Cli>\u003Cstrong>Nur forensische Kopien analysieren\u003C/strong>, niemals Originaldaten\u003C/li>\n\u003Cli>\u003Cstrong>Schriftliche Genehmigung\u003C/strong> für Geräteanalyse einholen\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"familiengeräte-und-nachlässe\">Familiengeräte und Nachlässe\u003C/h3>\n\u003Cul>\n\u003Cli>Genehmigung durch Nachlassverwalter erforderlich\u003C/li>\n\u003Cli>Gerichtsbeschlüsse für Cloud-Zugang eventuell nötig\u003C/li>\n\u003Cli>Drittpartei-Kommunikation kann weiterhin geschützt sein\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"technische-best-practices\">Technische Best Practices\u003C/h2>\n\u003Ch3 id=\"hash-integrität-sicherstellen\">Hash-Integrität sicherstellen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Hash vor und nach Transfer prüfen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">md5sum\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> original_file.db\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sha256sum\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> original_file.db\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Hash-Verifikation dokumentieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">echo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"$(\u003C/span>\u003Cspan style=\"color:#B392F0\">date\u003C/span>\u003Cspan style=\"color:#9ECBFF\">): MD5: $(\u003C/span>\u003Cspan style=\"color:#B392F0\">md5sum\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> file.db)\"\u003C/span>\u003Cspan style=\"color:#F97583\"> >>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> chain_of_custody.log\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"sichere-arbeitsumgebung\">Sichere Arbeitsumgebung\u003C/h3>\n\u003Cul>\n\u003Cli>Isolierte VM für Forensik-Arbeit\u003C/li>\n\u003Cli>Netzwerk-Isolation während Analyse\u003C/li>\n\u003Cli>Verschlüsselte Speicherung aller Evidenz\u003C/li>\n\u003Cli>Regelmäßige Backups der Case-Datenbanken\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"qualitätssicherung\">Qualitätssicherung\u003C/h3>\n\u003Cul>\n\u003Cli>Peer-Review kritischer Analysen\u003C/li>\n\u003Cli>Standardisierte Arbeitsabläufe (SOPs)\u003C/li>\n\u003Cli>Regelmäßige Tool-Validierung\u003C/li>\n\u003Cli>Kontinuierliche Weiterbildung\u003C/li>\n\u003C/ul>\n\u003Ch2 id=\"erfolgsmaximierung-nach-gerätehersteller\">Erfolgsmaximierung nach Gerätehersteller\u003C/h2>\n\u003Ch3 id=\"mediatek-geräte-höchste-erfolgsrate\">MediaTek-Geräte (Höchste Erfolgsrate)\u003C/h3>\n\u003Cul>\n\u003Cli>BootROM-Exploits für MT6735, MT6737, MT6750, MT6753, MT6797\u003C/li>\n\u003Cli>MTKClient für Hardware-Level-Zugang\u003C/li>\n\u003Cli>Erfolgsrate: 80%+ für Geräte 2015-2019\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"samsung-geräte\">Samsung-Geräte\u003C/h3>\n\u003Cul>\n\u003Cli>Ältere Knox-Implementierungen umgehbar\u003C/li>\n\u003Cli>Emergency Dialer Exploits für Android 4.x\u003C/li>\n\u003Cli>Erfolgsrate: 40-70% je nach Knox-Version\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"pixelnexus-geräte\">Pixel/Nexus-Geräte\u003C/h3>\n\u003Cul>\n\u003Cli>Bootloader-Unlocking oft möglich\u003C/li>\n\u003Cli>Fastboot-basierte Recovery-Installation\u003C/li>\n\u003Cli>Erfolgsrate: 60-80% bei freigeschaltetem Bootloader\u003C/li>\n\u003C/ul>\n\u003Ch1 id=\"troubleshooting\">Troubleshooting\u003C/h1>\n\u003Ch2 id=\"problem-adb-erkennt-gerät-nicht\">Problem: ADB erkennt Gerät nicht\u003C/h2>\n\u003Ch3 id=\"lösung-usb-treiber-und-berechtigungen\">Lösung: USB-Treiber und Berechtigungen\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Linux: USB-Berechtigungen prüfen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">lsusb\u003C/span>\u003Cspan style=\"color:#F97583\"> |\u003C/span>\u003Cspan style=\"color:#B392F0\"> grep\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -i\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> android\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> chmod\u003C/span>\u003Cspan style=\"color:#79B8FF\"> 666\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /dev/bus/usb/XXX/XXX\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># udev-Regeln erstellen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">echo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> 'SUBSYSTEM==\"usb\", ATTR{idVendor}==\"18d1\", MODE=\"0666\", GROUP=\"plugdev\"'\u003C/span>\u003Cspan style=\"color:#F97583\"> |\u003C/span>\u003Cspan style=\"color:#B392F0\"> sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> tee\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /etc/udev/rules.d/51-android.rules\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> udevadm\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> control\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --reload-rules\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"windows-treiber-installation\">Windows: Treiber-Installation\u003C/h3>\n\u003Col>\n\u003Cli>Geräte-Manager öffnen\u003C/li>\n\u003Cli>Android-Gerät mit Warnsymbol finden\u003C/li>\n\u003Cli>Treiber manuell installieren (Android USB Driver)\u003C/li>\n\u003C/ol>\n\u003Ch2 id=\"problem-verschlüsselte-android-backups\">Problem: Verschlüsselte Android Backups\u003C/h2>\n\u003Ch3 id=\"lösung-android-backup-extractor\">Lösung: Android Backup Extractor\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># ADB Backup Extractor installieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/nelenkov/android-backup-extractor.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> android-backup-extractor\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">gradle\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> build\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Backup entschlüsseln\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">java\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -jar\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> abe.jar\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unpack\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.ab\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> backup.tar\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> [password]\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"problem-unzureichende-berechtigungen-für-datenextraktion\">Problem: Unzureichende Berechtigungen für Datenextraktion\u003C/h2>\n\u003Ch3 id=\"lösung-alternative-extraktionsmethoden\">Lösung: Alternative Extraktionsmethoden\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># AFLogical OSE für begrenzte Extraktion ohne Root\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># WhatsApp Key/DB Extractor für spezifische Apps\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Backup-basierte Extraktion als Fallback\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Custom Recovery für erweiterten Zugang\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> flash\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> recovery\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> twrp-device.img\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"problem-aleapp-parsing-fehler\">Problem: ALEAPP Parsing-Fehler\u003C/h2>\n\u003Ch3 id=\"lösung-datenformat-probleme-beheben\">Lösung: Datenformat-Probleme beheben\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Log-Dateien prüfen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> aleapp.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -t\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dir\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -i\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/data\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -o\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> output\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --debug\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Spezifische Parser deaktivieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Manuelle SQLite-Analyse bei Parser-Fehlern\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \".tables\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \".schema table_name\"\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch1 id=\"erweiterte-techniken\">Erweiterte Techniken\u003C/h1>\n\u003Ch2 id=\"memory-forensics-mit-lime\">Memory Forensics mit LiME\u003C/h2>\n\u003Ch3 id=\"lime-für-arm-devices-kompilieren\">LiME für ARM-Devices kompilieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Cross-Compilation Setup\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\">export\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> ARCH\u003C/span>\u003Cspan style=\"color:#F97583\">=\u003C/span>\u003Cspan style=\"color:#E1E4E8\">arm\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\">export\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> CROSS_COMPILE\u003C/span>\u003Cspan style=\"color:#F97583\">=\u003C/span>\u003Cspan style=\"color:#E1E4E8\">arm-linux-gnueabi-\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\">export\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> KERNEL_DIR\u003C/span>\u003Cspan style=\"color:#F97583\">=\u003C/span>\u003Cspan style=\"color:#E1E4E8\">/path/to/kernel/source\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># LiME Module kompilieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">git\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> clone\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/504ensicsLabs/LiME.git\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\">cd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> LiME/src\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">make\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Memory Dump erstellen (Root erforderlich)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> push\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> lime.ko\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/local/tmp/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"insmod /data/local/tmp/lime.ko 'path=/sdcard/memory.lime format=lime'\"\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"volatility-analyse-von-android-memory\">Volatility-Analyse von Android Memory\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Memory Dump analysieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> vol.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> memory.lime\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --profile=Linux\u003C/span>\u003Cspan style=\"color:#F97583\"> <\u003C/span>\u003Cspan style=\"color:#9ECBFF\">profil\u003C/span>\u003Cspan style=\"color:#E1E4E8\">e\u003C/span>\u003Cspan style=\"color:#F97583\">>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> linux.pslist\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> vol.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> memory.lime\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --profile=Linux\u003C/span>\u003Cspan style=\"color:#F97583\"> <\u003C/span>\u003Cspan style=\"color:#9ECBFF\">profil\u003C/span>\u003Cspan style=\"color:#E1E4E8\">e\u003C/span>\u003Cspan style=\"color:#F97583\">>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> linux.bash\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">python\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> vol.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -f\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> memory.lime\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --profile=Linux\u003C/span>\u003Cspan style=\"color:#F97583\"> <\u003C/span>\u003Cspan style=\"color:#9ECBFF\">profil\u003C/span>\u003Cspan style=\"color:#E1E4E8\">e\u003C/span>\u003Cspan style=\"color:#F97583\">>\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> linux.netstat\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"frida-basierte-runtime-analyse\">FRIDA-basierte Runtime-Analyse\u003C/h2>\n\u003Ch3 id=\"frida-für-kryptographie-hooks\">FRIDA für Kryptographie-Hooks\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"javascript\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\">// crypto_hooks.js - SSL/TLS Traffic abfangen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\">Java.\u003C/span>\u003Cspan style=\"color:#B392F0\">perform\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#F97583\">function\u003C/span>\u003Cspan style=\"color:#E1E4E8\">() {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#F97583\"> var\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> SSLContext \u003C/span>\u003Cspan style=\"color:#F97583\">=\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> Java.\u003C/span>\u003Cspan style=\"color:#B392F0\">use\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#9ECBFF\">\"javax.net.ssl.SSLContext\"\u003C/span>\u003Cspan style=\"color:#E1E4E8\">);\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\"> SSLContext.init.\u003C/span>\u003Cspan style=\"color:#B392F0\">overload\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#9ECBFF\">'[Ljavax.net.ssl.KeyManager;'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">, \u003C/span>\u003Cspan style=\"color:#9ECBFF\">'[Ljavax.net.ssl.TrustManager;'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">, \u003C/span>\u003Cspan style=\"color:#9ECBFF\">'java.security.SecureRandom'\u003C/span>\u003Cspan style=\"color:#E1E4E8\">).\u003C/span>\u003Cspan style=\"color:#B392F0\">implementation\u003C/span>\u003Cspan style=\"color:#F97583\"> =\u003C/span>\u003Cspan style=\"color:#F97583\"> function\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#FFAB70\">keyManagers\u003C/span>\u003Cspan style=\"color:#E1E4E8\">, \u003C/span>\u003Cspan style=\"color:#FFAB70\">trustManagers\u003C/span>\u003Cspan style=\"color:#E1E4E8\">, \u003C/span>\u003Cspan style=\"color:#FFAB70\">secureRandom\u003C/span>\u003Cspan style=\"color:#E1E4E8\">) {\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\"> console.\u003C/span>\u003Cspan style=\"color:#B392F0\">log\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(\u003C/span>\u003Cspan style=\"color:#9ECBFF\">\"[+] SSLContext.init() called\"\u003C/span>\u003Cspan style=\"color:#E1E4E8\">);\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#79B8FF\"> this\u003C/span>\u003Cspan style=\"color:#E1E4E8\">.\u003C/span>\u003Cspan style=\"color:#B392F0\">init\u003C/span>\u003Cspan style=\"color:#E1E4E8\">(keyManagers, trustManagers, secureRandom);\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\"> };\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\">});\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"frida-installation-und-verwendung\">FRIDA Installation und Verwendung\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># FRIDA Server auf Android-Gerät installieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> push\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> frida-server\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data/local/tmp/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"chmod 755 /data/local/tmp/frida-server\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> su\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -c\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"/data/local/tmp/frida-server &\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Script ausführen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">frida\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -U\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -l\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> crypto_hooks.js\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> com.target.package\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"custom-recovery-und-fastboot-exploits\">Custom Recovery und Fastboot-Exploits\u003C/h2>\n\u003Ch3 id=\"twrp-installation-für-forensischen-zugang\">TWRP Installation für forensischen Zugang\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Bootloader entsperren (Herstellerabhängig)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> oem\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unlock\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Oder\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> flashing\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> unlock\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># TWRP flashen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> flash\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> recovery\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> twrp-device.img\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">fastboot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> boot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> twrp-device.img\u003C/span>\u003Cspan style=\"color:#6A737D\"> # Temporäre Installation\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># In TWRP: ADB-Zugang mit Root-Berechtigungen\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mount\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /system\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mount\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /data\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"partitions-imaging-mit-dd\">Partitions-Imaging mit dd\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Vollständige Partition-Liste\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> cat\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /proc/partitions\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Kritische Partitionen extrahieren\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> if=/dev/block/bootdevice/by-name/system\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> of=/external_sd/system.img\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> if=/dev/block/bootdevice/by-name/userdata\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> of=/external_sd/userdata.img\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">adb\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> shell\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dd\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> if=/dev/block/bootdevice/by-name/boot\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> of=/external_sd/boot.img\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"sqlite-forensics-und-gelöschte-daten\">SQLite Forensics und gelöschte Daten\u003C/h2>\n\u003Ch3 id=\"erweiterte-sqlite-analyse\">Erweiterte SQLite-Analyse\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Freelist-Analyse für gelöschte Einträge\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"PRAGMA freelist_count;\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"PRAGMA page_size;\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># WAL-Datei Analyse\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sqlite3\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"PRAGMA wal_checkpoint;\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">strings\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db-wal\u003C/span>\u003Cspan style=\"color:#F97583\"> |\u003C/span>\u003Cspan style=\"color:#B392F0\"> grep\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -i\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> \"search_term\"\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Undark für Deleted Record Recovery\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">undark\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> database.db\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --freelist\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --export-csv\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"timeline-rekonstruktion\">Timeline-Rekonstruktion\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Autopsy Timeline-Generierung\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Tools → Generate Timeline\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Analyse von MAC-Times (Modified, Accessed, Created)\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#6A737D\"># Plaso Timeline-Tools\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">log2timeline.py\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> timeline.plaso\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /path/to/android/data/\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">psort.py\u003C/span>\u003Cspan style=\"color:#79B8FF\"> -o\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> dynamic\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> timeline.plaso\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch2 id=\"weiterführende-ressourcen\">Weiterführende Ressourcen\u003C/h2>\n\u003Ch3 id=\"dokumentation-und-standards\">Dokumentation und Standards\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Ca href=\"https://csrc.nist.gov/pubs/sp/800/101/r1/final\">NIST SP 800-101 Rev. 1 - Mobile Device Forensics Guidelines\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://www.sans.org/cyber-security-courses/advanced-smartphone-mobile-device-forensics/\">SANS FOR585 - Smartphone Forensics\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://github.com/abrignoni/ALEAPP\">ALEAPP GitHub Repository\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://docs.mvt.re/en/latest/\">MVT Documentation\u003C/a>\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"community-und-weiterbildung\">Community und Weiterbildung\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Ca href=\"https://sleuthkit.org/autopsy/docs/\">Autopsy User Documentation\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://github.com/impillar/AndroidReferences/blob/master/AndroidTools.md\">Android Forensics References\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://github.com/mesquidar/ForensicsTools\">Digital Forensics Framework Collection\u003C/a>\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"spezialisierte-tools\">Spezialisierte Tools\u003C/h3>\n\u003Cul>\n\u003Cli>\u003Ca href=\"https://github.com/bkerler/mtkclient\">MTKClient für MediaTek Exploits\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://github.com/nowsecure/android-forensics\">Android Forensics Framework\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://santoku-linux.com/\">Santoku Linux Mobile Forensics Distribution\u003C/a>\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cp>\u003Cstrong>Wichtiger Hinweis\u003C/strong>: Diese Anleitung dient ausschließlich für autorisierte forensische Untersuchungen. Stellen Sie sicher, dass Sie über entsprechende rechtliche Befugnisse verfügen, bevor Sie diese Techniken anwenden. Bei Zweifeln konsultieren Sie Rechtsberatung.\u003C/p>",{"headings":301,"localImagePaths":523,"remoteImagePaths":524,"frontmatter":281,"imagePaths":525},[302,303,306,309,310,313,316,318,321,324,327,330,333,336,339,342,343,346,349,352,355,358,361,364,367,370,371,374,377,380,383,386,389,392,395,398,401,404,407,410,411,414,417,420,423,426,429,432,435,438,441,444,445,448,451,454,457,460,463,466,469,472,475,478,481,484,487,490,493,496,499,502,505,508,511,514,517,520],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":304,"text":305},"kernkomponenten-des-open-source-forensik-stacks","Kernkomponenten des Open-Source Forensik-Stacks",{"depth":47,"slug":307,"text":308},"erfolgsraten-nach-gerätealter","Erfolgsraten nach Gerätealter",{"depth":43,"slug":48,"text":49},{"depth":47,"slug":311,"text":312},"sift-workstation-setup","SIFT Workstation Setup",{"depth":51,"slug":314,"text":315},"systemanforderungen","Systemanforderungen",{"depth":51,"slug":317,"text":49},"installation-1",{"depth":47,"slug":319,"text":320},"autopsy-installation","Autopsy Installation",{"depth":51,"slug":322,"text":323},"windows-installation","Windows Installation",{"depth":51,"slug":325,"text":326},"linux-installation","Linux Installation",{"depth":47,"slug":328,"text":329},"essential-tools-installation","Essential Tools Installation",{"depth":51,"slug":331,"text":332},"android-debug-bridge-adb","Android Debug Bridge (ADB)",{"depth":51,"slug":334,"text":335},"aleapp-installation","ALEAPP Installation",{"depth":51,"slug":337,"text":338},"mobile-verification-toolkit-mvt","Mobile Verification Toolkit (MVT)",{"depth":51,"slug":340,"text":341},"andriller-installation","Andriller Installation",{"depth":43,"slug":58,"text":59},{"depth":47,"slug":344,"text":345},"adb-setup-und-gerätevorbereitung","ADB Setup und Gerätevorbereitung",{"depth":51,"slug":347,"text":348},"usb-debugging-aktivieren","USB-Debugging aktivieren",{"depth":51,"slug":350,"text":351},"adb-verbindung-testen","ADB Verbindung testen",{"depth":47,"slug":353,"text":354},"autopsy-projektkonfiguration","Autopsy Projektkonfiguration",{"depth":51,"slug":356,"text":357},"case-setup","Case-Setup",{"depth":51,"slug":359,"text":360},"android-analyzer-module-aktivieren","Android Analyzer Module aktivieren",{"depth":51,"slug":362,"text":363},"hash-algorithmen-konfigurieren","Hash-Algorithmen konfigurieren",{"depth":47,"slug":365,"text":366},"mvt-konfiguration","MVT Konfiguration",{"depth":51,"slug":368,"text":369},"konfigurationsdatei-erstellen","Konfigurationsdatei erstellen",{"depth":43,"slug":70,"text":71},{"depth":47,"slug":372,"text":373},"fall-1-logische-datenextraktion-mit-adb","Fall 1: Logische Datenextraktion mit ADB",{"depth":51,"slug":375,"text":376},"geräteinformationen-sammeln","Geräteinformationen sammeln",{"depth":51,"slug":378,"text":379},"datenbank-extraktion","Datenbank-Extraktion",{"depth":51,"slug":381,"text":382},"whatsapp-datenextraktion","WhatsApp Datenextraktion",{"depth":47,"slug":384,"text":385},"fall-2-android-backup-analyse","Fall 2: Android Backup-Analyse",{"depth":51,"slug":387,"text":388},"vollständiges-backup-erstellen","Vollständiges Backup erstellen",{"depth":51,"slug":390,"text":391},"backup-mit-aleapp-analysieren","Backup mit ALEAPP analysieren",{"depth":47,"slug":393,"text":394},"fall-3-mvt-kompromittierungsanalyse","Fall 3: MVT Kompromittierungsanalyse",{"depth":51,"slug":396,"text":397},"live-geräteanalyse","Live-Geräteanalyse",{"depth":51,"slug":399,"text":400},"ioc-suche-mit-pegasus-indikatoren","IOC-Suche mit Pegasus-Indikatoren",{"depth":47,"slug":402,"text":403},"fall-4-physische-extraktion-root-erforderlich","Fall 4: Physische Extraktion (Root erforderlich)",{"depth":51,"slug":405,"text":406},"device-rooting---mediatek-geräte","Device Rooting - MediaTek Geräte",{"depth":51,"slug":408,"text":409},"vollständiges-memory-dump","Vollständiges Memory Dump",{"depth":43,"slug":79,"text":80},{"depth":47,"slug":412,"text":413},"rechtliche-compliance","Rechtliche Compliance",{"depth":51,"slug":415,"text":416},"dokumentation-und-chain-of-custody","Dokumentation und Chain of Custody",{"depth":51,"slug":418,"text":419},"familiengeräte-und-nachlässe","Familiengeräte und Nachlässe",{"depth":47,"slug":421,"text":422},"technische-best-practices","Technische Best Practices",{"depth":51,"slug":424,"text":425},"hash-integrität-sicherstellen","Hash-Integrität sicherstellen",{"depth":51,"slug":427,"text":428},"sichere-arbeitsumgebung","Sichere Arbeitsumgebung",{"depth":51,"slug":430,"text":431},"qualitätssicherung","Qualitätssicherung",{"depth":47,"slug":433,"text":434},"erfolgsmaximierung-nach-gerätehersteller","Erfolgsmaximierung nach Gerätehersteller",{"depth":51,"slug":436,"text":437},"mediatek-geräte-höchste-erfolgsrate","MediaTek-Geräte (Höchste Erfolgsrate)",{"depth":51,"slug":439,"text":440},"samsung-geräte","Samsung-Geräte",{"depth":51,"slug":442,"text":443},"pixelnexus-geräte","Pixel/Nexus-Geräte",{"depth":43,"slug":82,"text":83},{"depth":47,"slug":446,"text":447},"problem-adb-erkennt-gerät-nicht","Problem: ADB erkennt Gerät nicht",{"depth":51,"slug":449,"text":450},"lösung-usb-treiber-und-berechtigungen","Lösung: USB-Treiber und Berechtigungen",{"depth":51,"slug":452,"text":453},"windows-treiber-installation","Windows: Treiber-Installation",{"depth":47,"slug":455,"text":456},"problem-verschlüsselte-android-backups","Problem: Verschlüsselte Android Backups",{"depth":51,"slug":458,"text":459},"lösung-android-backup-extractor","Lösung: Android Backup Extractor",{"depth":47,"slug":461,"text":462},"problem-unzureichende-berechtigungen-für-datenextraktion","Problem: Unzureichende Berechtigungen für Datenextraktion",{"depth":51,"slug":464,"text":465},"lösung-alternative-extraktionsmethoden","Lösung: Alternative Extraktionsmethoden",{"depth":47,"slug":467,"text":468},"problem-aleapp-parsing-fehler","Problem: ALEAPP Parsing-Fehler",{"depth":51,"slug":470,"text":471},"lösung-datenformat-probleme-beheben","Lösung: Datenformat-Probleme beheben",{"depth":43,"slug":473,"text":474},"erweiterte-techniken","Erweiterte Techniken",{"depth":47,"slug":476,"text":477},"memory-forensics-mit-lime","Memory Forensics mit LiME",{"depth":51,"slug":479,"text":480},"lime-für-arm-devices-kompilieren","LiME für ARM-Devices kompilieren",{"depth":51,"slug":482,"text":483},"volatility-analyse-von-android-memory","Volatility-Analyse von Android Memory",{"depth":47,"slug":485,"text":486},"frida-basierte-runtime-analyse","FRIDA-basierte Runtime-Analyse",{"depth":51,"slug":488,"text":489},"frida-für-kryptographie-hooks","FRIDA für Kryptographie-Hooks",{"depth":51,"slug":491,"text":492},"frida-installation-und-verwendung","FRIDA Installation und Verwendung",{"depth":47,"slug":494,"text":495},"custom-recovery-und-fastboot-exploits","Custom Recovery und Fastboot-Exploits",{"depth":51,"slug":497,"text":498},"twrp-installation-für-forensischen-zugang","TWRP Installation für forensischen Zugang",{"depth":51,"slug":500,"text":501},"partitions-imaging-mit-dd","Partitions-Imaging mit dd",{"depth":47,"slug":503,"text":504},"sqlite-forensics-und-gelöschte-daten","SQLite Forensics und gelöschte Daten",{"depth":51,"slug":506,"text":507},"erweiterte-sqlite-analyse","Erweiterte SQLite-Analyse",{"depth":51,"slug":509,"text":510},"timeline-rekonstruktion","Timeline-Rekonstruktion",{"depth":47,"slug":512,"text":513},"weiterführende-ressourcen","Weiterführende Ressourcen",{"depth":51,"slug":515,"text":516},"dokumentation-und-standards","Dokumentation und Standards",{"depth":51,"slug":518,"text":519},"community-und-weiterbildung","Community und Weiterbildung",{"depth":51,"slug":521,"text":522},"spezialisierte-tools","Spezialisierte Tools",[],[],[],"android-logical-imaging.md","velociraptor",{"id":527,"data":529,"body":542,"filePath":543,"digest":544,"rendered":545,"legacyId":590},{"title":530,"tool_name":531,"description":532,"last_updated":533,"author":16,"difficulty":287,"categories":534,"tags":535,"sections":541,"review_status":34},"Velociraptor – Skalierbare Endpoint-Forensik mit VQL","Velociraptor","Detaillierte Anleitung und Best Practices für Velociraptor – Remote-Forensik der nächsten Generation",["Date","2025-07-20T00:00:00.000Z"],[19,21,22],[25,536,537,538,539,540],"endpoint-monitoring","artifact-extraction","scripting","live-forensics","hunting",{"overview":32,"installation":32,"configuration":32,"usage_examples":32,"best_practices":32,"troubleshooting":32,"advanced_topics":32},"> **⚠️ Hinweis**: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\n\n\n# Übersicht\n\nVelociraptor ist ein Open-Source-Tool zur Endpoint-Forensik mit Fokus auf Skalierbarkeit, Präzision und Geschwindigkeit. Es ermöglicht die zielgerichtete Erfassung und Analyse digitaler Artefakte über eine eigene Query Language – VQL (Velociraptor Query Language). Die Architektur erlaubt remote Zugriff auf tausende Endpoints gleichzeitig, ohne dass vollständige Disk-Images erforderlich sind.\n\n## Hauptmerkmale\n\n- 🌐 Web-basierte Benutzeroberfläche\n- 💡 VQL – mächtige, SQL-ähnliche Abfragesprache\n- 🚀 Hochskalierbare Hunt-Funktionalität\n- 🔍 Artefaktbasierte Sammlung (ohne Full-Image)\n- 🖥️ Plattformunterstützung für Windows, macOS, Linux\n- 📦 Apache 2.0 Lizenz – Open Source\n\nWeitere Infos: [velociraptor.app](https://www.velociraptor.app/) \nProjektspiegel: [raptor.cc24.dev](https://raptor.cc24.dev) \nStatus: ![Status](https://status.mikoshi.de/api/badge/33/status)\n\n---\n\n## Installation\n\n### Voraussetzungen\n\n- Python ≥ 3.9\n- Adminrechte auf dem System\n- Firewall-Freigaben für Webport (Standard: 8000)\n\n### Installation unter Linux/macOS\n\n```bash\nwget https://github.com/Velocidex/velociraptor/releases/latest/download/velociraptor\nchmod +x velociraptor\nsudo mv velociraptor /usr/local/bin/\n````\n\n### Installation unter Windows\n\n1. Download der `.exe` von der [Release-Seite](https://github.com/Velocidex/velociraptor/releases)\n2. Ausführung in PowerShell mit Adminrechten:\n\n ```powershell\n .\\velociraptor.exe config generate > server.config.yaml\n ```\n\n---\n\n## Konfiguration\n\n### Server Setup\n\n1. Generiere die Konfigurationsdatei:\n\n ```bash\n velociraptor config generate > server.config.yaml\n ```\n2. Starte den Server:\n\n ```bash\n velociraptor --config server.config.yaml frontend\n ```\n3. Zugriff über Browser via `https://\u003Chostname>:8000`\n\n### Client Deployment\n\n* MSI/EXE für Windows, oder `deb/rpm` für Linux\n* Unterstützt automatische Registrierung am Server\n* Deployment über GPO, Puppet, Ansible etc. möglich\n\n---\n\n## Verwendungsbeispiele\n\n### 1. Live-Memory-Artefakte sammeln\n\n```vql\nSELECT * FROM Artifact.MemoryInfo()\n```\n\n### 2. Hunt starten auf verdächtige Prozesse\n\n```vql\nSELECT * FROM pslist()\nWHERE Name =~ \"mimikatz|cobaltstrike\"\n```\n\n### 3. Dateiinhalt extrahieren\n\n```vql\nSELECT * FROM glob(globs=\"C:\\\\Users\\\\*\\\\AppData\\\\*.dat\")\n```\n\n---\n\n## Best Practices\n\n* Erstelle eigene Artefakte für unternehmensspezifische Bedrohungsmodelle\n* Verwende \"Notebook\"-Funktion für strukturierte Analysen\n* Nutze \"Labels\", um Endpoints zu organisieren (z. B. `location:Berlin`)\n* Kombiniere Velociraptor mit SIEM/EDR-Systemen über REST API\n\n---\n\n## Troubleshooting\n\n### Problem: Keine Verbindung vom Client zum Server\n\n**Lösung:**\n\n* Ports freigegeben? (Default: 8000/tcp)\n* TLS-Zertifikate korrekt generiert?\n* `server.config.yaml` auf korrekte `public_ip` prüfen\n\n### Problem: Hunt hängt in Warteschleife\n\n**Lösung:**\n\n* Genügend Worker-Prozesse aktiv?\n* Endpoint online?\n* `log_level` auf `debug` setzen und Log analysieren\n\n---\n\n## Weiterführende Themen\n\n* Eigene Artefakte schreiben mit VQL\n* Integration mit ELK Stack\n* Automatisiertes Incident Response Playbook\n* Velociraptor als IR-as-a-Service einsetzen\n\n---\n\n🧠 **Tipp:** Die Lernkurve bei VQL ist steil – aber mit hohem ROI. Testumgebung aufsetzen und mit Community-Artefakten starten.\n\n📚 Weitere Ressourcen:\n\n* [Offizielle Doku](https://docs.velociraptor.app/)\n* [YouTube Channel](https://www.youtube.com/c/VelociraptorDFIR)\n* [Community auf Discord](https://www.velociraptor.app/community/)","src/content/knowledgebase/velociraptor.md","05636b9b97e61d17",{"html":546,"metadata":547},"\u003Cblockquote>\n\u003Cp>\u003Cstrong>⚠️ Hinweis\u003C/strong>: Dies ist ein vorläufiger, KI-generierter Knowledgebase-Eintrag. Wir freuen uns über Verbesserungen und Ergänzungen durch die Community!\u003C/p>\n\u003C/blockquote>\n\u003Ch1 id=\"übersicht\">Übersicht\u003C/h1>\n\u003Cp>Velociraptor ist ein Open-Source-Tool zur Endpoint-Forensik mit Fokus auf Skalierbarkeit, Präzision und Geschwindigkeit. Es ermöglicht die zielgerichtete Erfassung und Analyse digitaler Artefakte über eine eigene Query Language – VQL (Velociraptor Query Language). Die Architektur erlaubt remote Zugriff auf tausende Endpoints gleichzeitig, ohne dass vollständige Disk-Images erforderlich sind.\u003C/p>\n\u003Ch2 id=\"hauptmerkmale\">Hauptmerkmale\u003C/h2>\n\u003Cul>\n\u003Cli>🌐 Web-basierte Benutzeroberfläche\u003C/li>\n\u003Cli>💡 VQL – mächtige, SQL-ähnliche Abfragesprache\u003C/li>\n\u003Cli>🚀 Hochskalierbare Hunt-Funktionalität\u003C/li>\n\u003Cli>🔍 Artefaktbasierte Sammlung (ohne Full-Image)\u003C/li>\n\u003Cli>🖥️ Plattformunterstützung für Windows, macOS, Linux\u003C/li>\n\u003Cli>📦 Apache 2.0 Lizenz – Open Source\u003C/li>\n\u003C/ul>\n\u003Cp>Weitere Infos: \u003Ca href=\"https://www.velociraptor.app/\">velociraptor.app\u003C/a>\u003Cbr>\nProjektspiegel: \u003Ca href=\"https://raptor.cc24.dev\">raptor.cc24.dev\u003C/a>\u003Cbr>\nStatus: \u003Cimg src=\"https://status.mikoshi.de/api/badge/33/status\" alt=\"Status\">\u003C/p>\n\u003Chr>\n\u003Ch2 id=\"installation\">Installation\u003C/h2>\n\u003Ch3 id=\"voraussetzungen\">Voraussetzungen\u003C/h3>\n\u003Cul>\n\u003Cli>Python ≥ 3.9\u003C/li>\n\u003Cli>Adminrechte auf dem System\u003C/li>\n\u003Cli>Firewall-Freigaben für Webport (Standard: 8000)\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"installation-unter-linuxmacos\">Installation unter Linux/macOS\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">wget\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> https://github.com/Velocidex/velociraptor/releases/latest/download/velociraptor\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">chmod\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> +x\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> velociraptor\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">sudo\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> mv\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> velociraptor\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> /usr/local/bin/\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"installation-unter-windows\">Installation unter Windows\u003C/h3>\n\u003Col>\n\u003Cli>\n\u003Cp>Download der \u003Ccode>.exe\u003C/code> von der \u003Ca href=\"https://github.com/Velocidex/velociraptor/releases\">Release-Seite\u003C/a>\u003C/p>\n\u003C/li>\n\u003Cli>\n\u003Cp>Ausführung in PowerShell mit Adminrechten:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"powershell\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#E1E4E8\">.\\\u003C/span>\u003Cspan style=\"color:#79B8FF\">velociraptor.exe\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> config generate \u003C/span>\u003Cspan style=\"color:#F97583\">>\u003C/span>\u003Cspan style=\"color:#E1E4E8\"> server.config.yaml\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003C/li>\n\u003C/ol>\n\u003Chr>\n\u003Ch2 id=\"konfiguration\">Konfiguration\u003C/h2>\n\u003Ch3 id=\"server-setup\">Server Setup\u003C/h3>\n\u003Col>\n\u003Cli>\n\u003Cp>Generiere die Konfigurationsdatei:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">velociraptor\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> config\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> generate\u003C/span>\u003Cspan style=\"color:#F97583\"> >\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> server.config.yaml\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003C/li>\n\u003Cli>\n\u003Cp>Starte den Server:\u003C/p>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"bash\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:#B392F0\">velociraptor\u003C/span>\u003Cspan style=\"color:#79B8FF\"> --config\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> server.config.yaml\u003C/span>\u003Cspan style=\"color:#9ECBFF\"> frontend\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003C/li>\n\u003Cli>\n\u003Cp>Zugriff über Browser via \u003Ccode>https://<hostname>:8000\u003C/code>\u003C/p>\n\u003C/li>\n\u003C/ol>\n\u003Ch3 id=\"client-deployment\">Client Deployment\u003C/h3>\n\u003Cul>\n\u003Cli>MSI/EXE für Windows, oder \u003Ccode>deb/rpm\u003C/code> für Linux\u003C/li>\n\u003Cli>Unterstützt automatische Registrierung am Server\u003C/li>\n\u003Cli>Deployment über GPO, Puppet, Ansible etc. möglich\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Ch2 id=\"verwendungsbeispiele\">Verwendungsbeispiele\u003C/h2>\n\u003Ch3 id=\"1-live-memory-artefakte-sammeln\">1. Live-Memory-Artefakte sammeln\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan>SELECT * FROM Artifact.MemoryInfo()\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"2-hunt-starten-auf-verdächtige-prozesse\">2. Hunt starten auf verdächtige Prozesse\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan>SELECT * FROM pslist()\u003C/span>\u003C/span>\n\u003Cspan class=\"line\">\u003Cspan>WHERE Name =~ \"mimikatz|cobaltstrike\"\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Ch3 id=\"3-dateiinhalt-extrahieren\">3. Dateiinhalt extrahieren\u003C/h3>\n\u003Cpre class=\"astro-code github-dark\" style=\"background-color:#24292e;color:#e1e4e8; overflow-x: auto;\" tabindex=\"0\" data-language=\"plaintext\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan>SELECT * FROM glob(globs=\"C:\\\\Users\\\\*\\\\AppData\\\\*.dat\")\u003C/span>\u003C/span>\u003C/code>\u003C/pre>\n\u003Chr>\n\u003Ch2 id=\"best-practices\">Best Practices\u003C/h2>\n\u003Cul>\n\u003Cli>Erstelle eigene Artefakte für unternehmensspezifische Bedrohungsmodelle\u003C/li>\n\u003Cli>Verwende “Notebook”-Funktion für strukturierte Analysen\u003C/li>\n\u003Cli>Nutze “Labels”, um Endpoints zu organisieren (z. B. \u003Ccode>location:Berlin\u003C/code>)\u003C/li>\n\u003Cli>Kombiniere Velociraptor mit SIEM/EDR-Systemen über REST API\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Ch2 id=\"troubleshooting\">Troubleshooting\u003C/h2>\n\u003Ch3 id=\"problem-keine-verbindung-vom-client-zum-server\">Problem: Keine Verbindung vom Client zum Server\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Ports freigegeben? (Default: 8000/tcp)\u003C/li>\n\u003Cli>TLS-Zertifikate korrekt generiert?\u003C/li>\n\u003Cli>\u003Ccode>server.config.yaml\u003C/code> auf korrekte \u003Ccode>public_ip\u003C/code> prüfen\u003C/li>\n\u003C/ul>\n\u003Ch3 id=\"problem-hunt-hängt-in-warteschleife\">Problem: Hunt hängt in Warteschleife\u003C/h3>\n\u003Cp>\u003Cstrong>Lösung:\u003C/strong>\u003C/p>\n\u003Cul>\n\u003Cli>Genügend Worker-Prozesse aktiv?\u003C/li>\n\u003Cli>Endpoint online?\u003C/li>\n\u003Cli>\u003Ccode>log_level\u003C/code> auf \u003Ccode>debug\u003C/code> setzen und Log analysieren\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Ch2 id=\"weiterführende-themen\">Weiterführende Themen\u003C/h2>\n\u003Cul>\n\u003Cli>Eigene Artefakte schreiben mit VQL\u003C/li>\n\u003Cli>Integration mit ELK Stack\u003C/li>\n\u003Cli>Automatisiertes Incident Response Playbook\u003C/li>\n\u003Cli>Velociraptor als IR-as-a-Service einsetzen\u003C/li>\n\u003C/ul>\n\u003Chr>\n\u003Cp>🧠 \u003Cstrong>Tipp:\u003C/strong> Die Lernkurve bei VQL ist steil – aber mit hohem ROI. Testumgebung aufsetzen und mit Community-Artefakten starten.\u003C/p>\n\u003Cp>📚 Weitere Ressourcen:\u003C/p>\n\u003Cul>\n\u003Cli>\u003Ca href=\"https://docs.velociraptor.app/\">Offizielle Doku\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://www.youtube.com/c/VelociraptorDFIR\">YouTube Channel\u003C/a>\u003C/li>\n\u003Cli>\u003Ca href=\"https://www.velociraptor.app/community/\">Community auf Discord\u003C/a>\u003C/li>\n\u003C/ul>",{"headings":548,"localImagePaths":587,"remoteImagePaths":588,"frontmatter":529,"imagePaths":589},[549,550,553,554,555,558,561,562,565,568,569,572,575,578,579,580,583,586],{"depth":43,"slug":44,"text":45},{"depth":47,"slug":551,"text":552},"hauptmerkmale","Hauptmerkmale",{"depth":47,"slug":48,"text":49},{"depth":51,"slug":52,"text":53},{"depth":51,"slug":556,"text":557},"installation-unter-linuxmacos","Installation unter Linux/macOS",{"depth":51,"slug":559,"text":560},"installation-unter-windows","Installation unter Windows",{"depth":47,"slug":58,"text":59},{"depth":51,"slug":563,"text":564},"server-setup","Server Setup",{"depth":51,"slug":566,"text":567},"client-deployment","Client Deployment",{"depth":47,"slug":70,"text":71},{"depth":51,"slug":570,"text":571},"1-live-memory-artefakte-sammeln","1. 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Dateiinhalt extrahieren",{"depth":47,"slug":79,"text":80},{"depth":47,"slug":82,"text":83},{"depth":51,"slug":581,"text":582},"problem-keine-verbindung-vom-client-zum-server","Problem: Keine Verbindung vom Client zum Server",{"depth":51,"slug":584,"text":585},"problem-hunt-hängt-in-warteschleife","Problem: Hunt hängt in Warteschleife",{"depth":47,"slug":94,"text":95},[],[],[],"velociraptor.md"] \ No newline at end of file diff --git a/data/embeddings.json b/data/embeddings.json index 132bdc0..78cf5a0 100644 --- a/data/embeddings.json +++ b/data/embeddings.json @@ -1,5278 +1,3159 @@ { - "version": "eyJ0b29scyI6W3sibmFtZSI6IlBob3Rv", - "lastUpdated": 1753972744127, + "version": "eyJ0b29scyI6W3sibmFtZSI6IkNvcnRl", + "lastUpdated": 1753980333773, "embeddings": [ { - "id": "tool_PhotoRec", + "id": "tool_Cortex", "type": "tool", - "name": "PhotoRec", - "content": "photorec der datenretter ignoriert dateisysteme und findet gelöschte dateien durch signature-scanning - selbst nach formatierung. über 300 dateiformate von jpegs über office-dokumente bis zu verschlüsselten archives. die companion- software testdisk repariert zusätzlich partitionstabellen. arbeitet read-only für forensische integrität. besonders stark: recovery von fat/ntfs/ext-systemen, rettung von sd-karten und usb-sticks, funktioniert bei beschädigten dateisystemen. die brute-force-methode findet dateien die andere tools übersehen. konfigurierbare signaturen für spezielle formate. der paranoid-mode prüft jeden sektor. besonders wertvoll für multimedia-recovery bei kinderpornografie-fällen. die text-ui wirkt antiquiert, aber die effektivität ist unübertroffen. batch-mode für automatisierte recovery. die freie lizenz und cross-platform-support machen es zum standard-tool weltweit. oft letzte hoffnung wenn kommerzielle tools versagen. gui file-carving deleted-file-recovery scenario:file_recovery signature-analysis cross-platform filesystem-agnostic multimedia-recovery partition-recovery read-only-mode batch-capable custom-signatures incident-response static-investigations fraud-investigation examination", + "name": "Cortex", + "content": "cortex thehives analyzer-engine automatisiert observable-intelligence durch über 100 integrierte services von virustotal bis shodan. ein file-hash triggert parallel: av-scans, sandbox-detonation, yara-matching, reputation-checks in sekunden statt manueller stunden-arbeit. die plugin-architektur erweitert für custom-apis und interne threat-intelligence. besonders wertvoll: responder-actions ermöglichen automatische incident-response (block-ip, quarantine-host), taxonomy-integration kategorisiert threats nach misp- standards, job-history dokumentiert alle analysen für audit-trails. docker-deployment skaliert workers je nach load. rate-limiting verhindert api-quota-erschöpfung. die restful-api integriert in soar-playbooks. json-templates definieren analyzer-konfigurationen. community-analyzer erweitern für spezielle use-cases. nach thehive-übernahme 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conversations, io-graphs und protocol-hierarchien. export-objekte extrahiert übertragene dateien aus http, smb oder tftp. coloring-rules heben verdächtige pakete hervor. geoip-integration zeigt geografische verbindungsdaten. tls-decryption mit private keys oder sslkeylogfile. die lua- und c-plugin-api erlaubt custom-dissectors. unverzichtbar für malware-c2-analyse, data-exfiltration-erkennung und netzwerk-troubleshooting. gui protocol-decode packet-filtering pcap-capture cross-platform session-reconstruction display-filters follow-stream expert-info statistics coloring-rules tls-decryption incident-response malware-analysis network-forensics cloud-forensics ics-forensics fraud-investigation examination analysis", + "embedding": [ + -0.02032470703125, + 0.0014066696166992188, + 0.04583740234375, + 0.027374267578125, + 0.034637451171875, + 0.0231170654296875, + 0.0142059326171875, + 0.005886077880859375, + -0.040863037109375, + -0.005573272705078125, + -0.039398193359375, + 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rekonstruiert komplette tcp-sessions, http-objects- extraktion speichert übertragene dateien, credential-harvesting findet klartext-passwörter in streams. die timeline-ansicht visualisiert traffic-patterns über zeit. batch-export zu networkminer oder wireshark für detailanalyse. performance-optimiert für forensiker die täglich mit großen packet-captures arbeiten. integration mit netwitness und anderen enterprise-nsm-lösungen. der workflow beschleunigt incident- response erheblich durch vorsortierung relevanter flows. pcap-analysis flow-extraction timeline-view credential-extraction file-reconstruction batch-processing network-forensics examination analysis", + "name": "Loki", + "content": "loki florian roths portable-ioc-scanner bringt enterprise-level-threat-hunting auf jeden windows-endpoint ohne agent-installation. die python-basierte engine scannt file-hashes gegen nsrl-whitelist und custom-ioc-sets, yara-rules gegen memory und dateisystem, registry-keys nach malware- persistence, running-processes nach bekannten threats. besonders wertvoll: network-share-scanning durchsucht ganze domänen, false-positive-reduction durch whitelist-management, detailed-logging für compliance-audits. configuration-files steuern scan-intensität vs. performance. integration mit misp für ioc-updates. die executable-version läuft ohne python-installation. härtungs-checks validieren sicherheits- konfigurationen. sigma-rule-support für log-analysis. community- iocs halten threat-database aktuell. perfekt für rapid-response wenn vollständige edr-lösungen fehlen. standard-tool in vielen cert-incident-response-kits. der einstieg in professionelles threat-hunting ohne budget-hürden. ioc yara incident-response examination", "embedding": [ - -0.01465606689453125, - 0.0034198760986328125, - 0.0271759033203125, - 0.00921630859375, - 0.056671142578125, - 0.0113525390625, - 0.002960205078125, - -0.0002639293670654297, - -0.019317626953125, - 0.004730224609375, - -0.0240631103515625, - 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eine forensisch erweiterte variante des klassischen unix‑befehls dd. sie unterstützt das gleichzeitige berechnen mehrerer hash‑werte (md5, sha‑1, sha‑256, sha‑512) während der image‑erstellung, führt ein detailliertes log mit prüfsummen und fehlerblöcken und zeigt einen fortschrittsbalken an. weitere funktionen sind das splitten großer abbilder, das gezielte überschreiben von mustern zum sicheren löschen und die möglichkeit, fehlersektoren separat auszugeben, was besonders bei defekten medien hilfreich ist. disk-imaging hashing wiping logging cli incident-response static-investigations data-collection", - "embedding": [ - -0.006145477294921875, - 0.0298614501953125, - 0.0298614501953125, - -0.01229095458984375, - 0.041290283203125, - 0.0236053466796875, - 0.0248260498046875, - 0.0068511962890625, - -0.004055023193359375, - 0.0089111328125, - -0.0341796875, - 0.041778564453125, - 0.007373809814453125, - -0.001613616943359375, - -0.040557861328125, - 0.0244598388671875, - 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"incident-response", - "mobile-forensics" - ], - "phases": [ - "data-collection" - ], - "tags": [ - "memory", - "acquisition", - "scenario:memory_dump" - ], - "skillLevel": "advanced", - "type": "tool" - } - }, - { - "id": "tool_Binwalk", - "type": "tool", - "name": "Binwalk", - "content": "binwalk der firmware-forensiker extrahiert versteckte schätze aus iot-geräten, routern und embedded systems. signature-scanning identifiziert eingebettete dateisysteme (squashfs, jffs2, cramfs), komprimierte archive und verschlüsselte bereiche. automatische extraktion mit -e flag. entropy- analyse visualisiert zufälligkeit für crypto-erkennung. die rules-engine erlaubt custom-signaturen für proprietäre formate. besonders wertvoll für iot-malware-analyse, router-backdoor-suche und ip-kameras-forensik. 3d-entropy-plots mit -e. hexdump-integration für manuelle inspektion. die plugin-architektur ermöglicht erweiterungen. oft der erste schritt bei hardware-forensik. kombiniert mit qemu für firmware-emulation. die false-positive-rate kann hoch sein, aber die alternative ist manuelles hex-editing. essential für jeden, der mit embedded devices arbeitet. command-line firmware-extraction signature-analysis file-carving entropy-check binary-decode iot-forensics embedded-analysis custom-signatures hexdump-view plugin-support 3d-entropy malware-analysis ics-forensics static-investigations examination analysis", - "embedding": [ - -0.006549835205078125, - 0.023834228515625, - 0.0209808349609375, - 0.0110626220703125, - 0.03076171875, - 0.036651611328125, - 0.0182342529296875, - -0.0016613006591796875, - -0.0230712890625, - -0.0192718505859375, - -0.039886474609375, - 0.0823974609375, - 0.00968170166015625, - 0.003204345703125, - -0.052398681640625, - 0.00916290283203125, - 0.00006973743438720703, - -0.01153564453125, - 0.02239990234375, - 0.02581787109375, - -0.0185089111328125, - -0.0128173828125, - -0.05657958984375, - 0.005863189697265625, - 0.0156707763671875, - 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- "metadata": { - "domains": [ - "malware-analysis", - "ics-forensics", - "static-investigations" - ], - "phases": [ - "examination", - "analysis" - ], - "tags": [ - "command-line", - "firmware-extraction", - "signature-analysis", - "file-carving", - "entropy-check", - "binary-decode", - "iot-forensics", - "embedded-analysis", - "custom-signatures", - "hexdump-view", - "plugin-support", - "3d-entropy" - ], - "skillLevel": "advanced", - "type": "tool" - } - }, - { - "id": "tool_Aircrack_ng", - "type": "tool", - "name": "Aircrack-ng", - "content": "aircrack-ng die legendäre wlan-security-suite vereint seit 2006 alle tools für 802.11-penetration-testing und forensic-wlan-analysis. airodump-ng sammelt packets und zeigt hidden-networks, aireplay-ng injiziert deauth-frames für handshake-capture, aircrack-ng selbst bricht wep-keys in minuten und wpa2-psks mit dictionary-attacks. besonders wertvoll für forensik: packet-capture-analysis identifiziert rogue-aps, client-probing-behavior enthüllt bewegungsprofile, wps-pin-recovery bei legacy-routern. die gpu-acceleration (via pyrit/hashcat) beschleunigt psk-cracking dramatisch. support für moderne standards: wpa3-transition-mode, 802.11ac/ax. scripting-interface automatisiert mass-assessments. cross-platform-verfügbarkeit mit hardware-treiber-support. forensic-mode bewahrt evidence-integrity. integration in penetration-testing-frameworks. der klassiker für wlan-forensik wenn moderne enterprise-wlans kompromittiert wurden. commandline wireless packet-capture injection cracking scenario:credential_theft network-forensics incident-response data-collection analysis", - "embedding": [ - -0.003936767578125, - 0.00498199462890625, - 0.036956787109375, - 0.0190582275390625, - 0.052490234375, - -0.00547027587890625, - 0.005298614501953125, - -0.005977630615234375, - -0.0226593017578125, - -0.0134124755859375, - -0.037139892578125, - 0.0501708984375, - 0.0057373046875, - -0.01739501953125, - -0.06494140625, - 0.05364990234375, - 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[ - "password-recovery", - "gpu-acceleration", - "cracking", - "scenario:credential_theft" - ], - "skillLevel": "advanced", - "type": "tool" - } - }, { "id": "tool_WinHex", "type": "tool", @@ -22115,4229 +5268,6 @@ "type": "tool" } }, - { - "id": "tool_VLEAPP", - "type": "tool", - "name": "VLEAPP", - "content": "vleapp vehicle logs, events, and properties parser erschließt die digitale blackbox moderner fahrzeuge. extrahiert daten aus infotainment-systemen, telematik- modulen und verbundenen smartphones. can-bus-logs enthüllen geschwindigkeit, bremsverhalten, airbag-events für unfallrekonstruktion. die gps-timeline zeigt routen mit stopps und fahrtzeiten. besonders wertvoll: bluetooth- verbindungsprotokolle identifizieren fahrer, carplay/android-auto-daten, gespeicherte wlan-hotspots. unterstützt tesla, bmw, mercedes, vw-gruppe und erweitert ständig. die kontaktlisten-extraktion findet synchronisierte telefonbücher. usb-historie zeigt angeschlossene geräte. event-data-recorder parsing 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full-system-image. optimiert für incident-response mit minimalem system-impact. extrahiert kritische daten: laufende prozesse, netzwerk- verbindungen, installierte software, persistence-mechanismen. besonders wertvoll: unified-log-parser für system-events, browser-artefakte aller major-browser, quick-look-thumbnails, fsevents für dateiaktivitäten. die modulare architektur erlaubt selektive sammlung. output in strukturierten json/csv für einfache analyse. zeitstempel-normalisierung für timeline-erstellung. unterstützt moderne macos-security-features: tcc-permissions, code-signing-status, xprotect-matches. die remote- collection via mdm/ssh skaliert auf unternehmensflotten. besonders clever: sammlung von cloud-synchronisations-artefakten (icloud, dropbox). regelmäßige updates für neue macos-versionen. die alternative zu teuren kommerziellen mac-forensik-suiten. command-line triage system-metadata apfs time-normalization structured-output unified-log-parser browser-artifacts 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event-framework publiziert changes in real-time. extensions erweitern für cloud-apis, yara-scanning, custom-tables. json-output integriert nahtlos in siems. distributed-queries über tls-verschlüsselte channels. der lightweight-agent (< 50mb ram) minimiert performance-impact. configuration- management via json/yaml. die active-community entwickelt ständig neue tables. basis für zahlreiche kommerzielle endpoint-security-produkte. unverzichtbar für moderne threat-hunting und incident-response at scale. endpoint sql incident-response examination", + "embedding": [ + -0.00732421875, + 0.031585693359375, + 0.037628173828125, + -0.01342010498046875, + 0.030242919921875, + 0.00992584228515625, + 0.03118896484375, + -0.0187225341796875, + -0.02911376953125, + 0.01007080078125, + -0.0313720703125, + 0.037628173828125, + 0.00699615478515625, + -0.020599365234375, + -0.057098388671875, + 0.036102294921875, + -0.0304412841796875, + 0.01129913330078125, + 0.01148223876953125, + 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malware-triage. die einfachheit täuscht - erfahrene analysten extrahieren erstaunliche intelligence. perfekt für verschlüsselte/gepackte malware wenn strings im unpacking-stub verbleiben. output oft ausgangspunkt für yara-rules. das 5-minuten-tool das stunden detaillierter analyse spart. command-line string-search binary-decode triage cross-platform fast-scan unicode-support pattern-extraction malware-triage c2-discovery password-finding pipe-friendly incident-response malware-analysis static-investigations examination", + "embedding": [ + -0.01044464111328125, + 0.03948974609375, + 0.046905517578125, + -0.00412750244140625, + 0.0224609375, + 0.01090240478515625, + 0.0054931640625, + -0.0007276535034179688, + 0.003902435302734375, + 0.01155853271484375, + -0.037994384765625, + 0.05517578125, + 0.023956298828125, + 0.0242767333984375, + -0.053192138671875, + 0.038970947265625, + 0.0007948875427246094, + -0.0012903213500976562, + -0.005100250244140625, + 0.018341064453125, + 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"tool_Rapid_Incident_Response_Triage_on_macOS", "type": "tool", @@ -29505,1035 +14746,1035 @@ } }, { - "id": "tool_dd", + "id": "tool_dcfldd", "type": "tool", - "name": "dd", - "content": "dd das unix-urgestein 'data duplicator' ist seit 1974 der minimalistische standard für bit-genaue datenträger-kopien. keine gui, keine extras - nur pure zuverlässigkeit. die wichtigsten forensischen parameter: conv=noerror,sync für defekte sektoren, bs=4m für optimale performance, status=progress für fortschrittsanzeige. pipe zu hash-tools für simultane verifizierung: dd if=/dev/sda | tee image.raw | md5sum. die einfachheit ist die stärke: funktioniert auf jedem unix-system ohne installation. vorsicht vor klassischen fehlern: if/of-verwechslung zerstört beweise! dcfldd und dc3dd sind forensische weiterentwicklungen mit eingebauter hash-verifizierung. split-feature für fat32-limits: dd if=/dev/sda | split -b 4g. network-imaging via netcat möglich. der respekt vor dd trennt profis von amateuren - ein falscher parameter vernichtet unwiederbringlich daten. immer noch die basis vieler kommerzieller imaging-tools. command-line physical-copy raw-image-support scenario:disk_imaging zero-footprint offline-mode bit-for-bit pipe-capable network-imaging unix-standard minimal-contamination performance-tuning incident-response static-investigations data-collection", + "name": "dcfldd", + "content": "dcfldd defense computer forensics lab dd erweitert das klassische dd um essenzielle forensische features. simultane hash-berechnung (md5, sha1, sha256) während des imaging spart zeit und garantiert integrität. status-output zeigt geschwindigkeit, verbleibende zeit und übertragene daten. split-on-the-fly für multi-volume-archives ohne zwischenspeicherung. pattern-wiping für sicheres löschen nach dod-standards. log-output dokumentiert jeden schritt für chain-of-custody. die verify-funktion prüft geschriebene daten sofort. besonders wertvoll: hashing einzelner blöcke für granulare integritätsprüfung, fortsetzen unterbrochener images, mehrere output-ziele gleichzeitig. die forensischen erweiterungen machen es zur ersten wahl für professionelle labore. syntax bleibt dd-kompatibel für einfachen umstieg. performance mit großen blockgrößen optimiert. die aktive entwicklung hält mit modernen anforderungen schritt. standard in vielen forensik-distributionen. command-line physical-copy hashing scenario:disk_imaging compression integrity-check split-output status-display pattern-wipe verify-mode block-hashing progress-reporting incident-response static-investigations data-collection", "embedding": [ - 0.0002942085266113281, - 0.03173828125, - 0.01800537109375, - -0.0095062255859375, - 0.043792724609375, - 0.039703369140625, - 0.004779815673828125, - 0.0115966796875, - 0.01456451416015625, - 0.015777587890625, - -0.0243072509765625, - 0.05194091796875, - 0.0009160041809082031, - -0.0127105712890625, - -0.039520263671875, - 0.030059814453125, - -0.0150299072265625, - -0.007793426513671875, - 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enscript-programmierung ermöglicht komplexe automatisierungen die andere tools nicht bieten. die gerichtserfahrung ist unübertroffen - tausende erfolgreiche verfahren weltweit. version 21 modernisiert die alternde architektur mit cloud-forensik und mobile-support. besonders stark: evidence-processor für batch-verarbeitung, umfangreiche dateisystem-unterstützung, integrierte hex-ansicht. die ence-zertifizierung öffnet karrieretüren. physical-analyzer-modul für smartphones konkurriert mit cellebrite. die case-management-features skalieren auf großverfahren. nachteile: hohe kosten (20.000€+), steile lernkurve, performance-probleme bei großen images. opentext-übernahme bringt unsicherheit. der dongle-schutz nervt im feldeinsatz. viele wechseln zu moderneren alternativen, aber für enscript-power-user noch immer unverzichtbar. das prestige-tool das langsam seine krone verliert. gui commercial scripting court-admissible case-management dongle-license enscript evidence-processor batch-capable 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"content": "dfir-iris collaborative incident response management platform für strukturierte dfir-case-organisation. zentralisiert alle aspekte einer untersuchung: assets, iocs, tasks, timeline, evidence-tracking. multi-user-environment mit granularen permissions für verschiedene analysten-rollen. besonders wertvoll: case-templates standardisieren workflows, automatische ioc- enrichment via misp/opencti, integrierte timeline-visualisierung, evidence-chain-of-custody-tracking. plugin-system erweitert für custom- integrations. restful api für tool-orchestrierung. dashboard zeigt case- status und team-workload. notes-system dokumentiert findings strukturiert. reporting-engine generiert executive-summaries. die web-basierte architektur skaliert von kleinen teams bis enterprise-socs. docker- deployment vereinfacht installation. besonders stark bei komplexen, langwierigen ermittlungen mit mehreren beteiligten. open-source alternative zu kommerziellen case-management-systemen. web-interface 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traffic-analyse. integration in forensik-frameworks wie volatility. die aktive secureauth- entwicklung hält mit windows-updates schritt. dokumentation erklärt windows-interna für linux-forensiker. vorsicht: viele features sind dual-use - klare policies nötig. die ethische nutzung unterscheidet forensiker von angreifern. unverzichtbar für moderne windows-forensik ohne microsoft-tools. command-line remote-collection scripting scenario:persistence protocol-decode live-process-view windows-protocols credential-extraction lateral-movement registry-access wmi-forensics python-library scenario:credential_theft incident-response network-forensics malware-analysis data-collection examination", + "embedding": [ + -0.044921875, + 0.0172882080078125, + 0.04730224609375, + -0.004322052001953125, + 0.0271148681640625, + 0.0206451416015625, + -0.01319122314453125, + 0.00714111328125, + -0.004367828369140625, + 0.01273345947265625, + -0.0156402587890625, + 0.0589599609375, + -0.0222015380859375, + 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spezialisierte teams. die dokumentation und community sind exzellent. vorsicht: viele tools sind offensiv - klare policies nötig! der standard für incident-response-teams weltweit. gui command-line cross-platform live-acquisition write-blocker opensource forensics-mode tool-collection arm-support nethunter custom-builds rolling-release incident-response static-investigations malware-analysis fraud-investigation network-forensics mobile-forensics cloud-forensics ics-forensics", + "embedding": [ + -0.035980224609375, + 0.01071929931640625, + 0.045166015625, + 0.00982666015625, + 0.0263519287109375, + 0.043914794921875, + 0.0192413330078125, + -0.01244354248046875, + -0.0269775390625, + 0.001483917236328125, + -0.036590576171875, + 0.0294952392578125, + 0.008209228515625, + -0.022064208984375, + -0.055633544921875, + 0.038482666015625, + -0.0179901123046875, + -0.0006766319274902344, + 0.01009368896484375, + 0.0185089111328125, + -0.023529052734375, + -0.020599365234375, + 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vorinstalliert und konfiguriert: autopsy, volatility, plaso, registry-tools, timeline-analyzer. die dfir-menüstruktur gruppiert tools nach untersuchungsphasen. besonders wertvoll: vorkonfigurierte python-umgebungen, aktualisierte tool-versionen, integrierte dokumentation. remnux-integration für malware-analyse. die vm kann als appliance oder wsl2 laufen. regelmäßige updates durch sans- community. die mitgelieferten cheat-sheets beschleunigen einarbeitung. mount-image-pro automatisiert evidence-mounting. sift-cli verwaltet updates. die kostenlosen workbooks führen durch typische untersuchungen. performance optimiert für forensik-workloads. die alternative wenn budget für kommerzielle tools fehlt. gui command-line cross-platform write-blocker live-acquisition signature-updates tool-collection documentation-rich training-focused vm-ready wsl2-compatible community-maintained incident-response static-investigations malware-analysis network-forensics mobile-forensics", + "embedding": [ + 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industriestandard bietet mehr als textverarbeitung - ein mächtiges forensik-analyse-toolkit. excel's power query transformiert komplexe log-dateien in aussagekräftige visualisierungen. power pivot verarbeitet millionen datensätze für big-data-forensik. die kollaborations-features ermöglichen echtzeit-teamarbeit an ermittlungen. besonders wertvoll: cloud-storage für große beweis-sammlungen, version-history für audit-trails, advanced ediscovery für compliance. teams integriert sichere kommunikation. der compliance-manager dokumentiert datenschutz-konform. onenote sammelt notizen und screenshots strukturiert. die ki-features in editor verbessern report-qualität. makros automatisieren routine-analysen. die mobile-apps ermöglichen feld-dokumentation. power automate verbindet mit forensik-tools. der industriestandard hat seinen preis, aber die integration und support sind unübertroffen. vorsicht: cloud-storage kann datenschutz-problematisch sein für sensible ermittlungen. gui web-interface 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und embedded systems. signature-scanning identifiziert eingebettete dateisysteme (squashfs, jffs2, cramfs), komprimierte archive und verschlüsselte bereiche. automatische extraktion mit -e flag. entropy- analyse visualisiert zufälligkeit für crypto-erkennung. die rules-engine erlaubt custom-signaturen für proprietäre formate. besonders wertvoll für iot-malware-analyse, router-backdoor-suche und ip-kameras-forensik. 3d-entropy-plots mit -e. hexdump-integration für manuelle inspektion. die plugin-architektur ermöglicht erweiterungen. oft der erste schritt bei hardware-forensik. kombiniert mit qemu für firmware-emulation. die false-positive-rate kann hoch sein, aber die alternative ist manuelles hex-editing. essential für jeden, der mit embedded devices arbeitet. command-line firmware-extraction signature-analysis file-carving entropy-check binary-decode iot-forensics embedded-analysis custom-signatures hexdump-view plugin-support 3d-entropy malware-analysis ics-forensics 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komfortable analyse ohne vollinstallation einer forensik-suite. unterstützt raw (dd), e01 (encase), aff, vhd, vmdk und weitere formate. write-cache-modus schützt original-images vor veränderung. ram-disk-feature für performance bei kleinen images. die plugin-architektur erweitert für exotische formate. besonders praktisch: partition-selection bei multi-partition-images, automatische offset-erkennung, unterstützung für disk- und memory-images. der image-conversion-wizard wandelt zwischen formaten. integration mit windows explorer für gewohnte navigation. mounting von volume shadow copies. die freeware-lizenz macht es zur ersten wahl für budget- bewusste teams. limitiert bei verschlüsselten images, glänzt bei standard-aufgaben. perfekt für schnelle triage oder wenn kommerzielle tools nicht verfügbar sind. gui virtual-machine ewf-support raw-image-support write-blocker triage format-conversion vss-support partition-selection ram-disk explorer-integration free-tool incident-response 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apis für raw-device-zugriff ohne kernel-extensions. besonders wertvoll seit macos big sur mit verstärktem system integrity protection (sip). die target-disk-mode-alternative für moderne macs ohne firewire. unterstützt apfs-container-imaging inklusive verschlüsselter volumes (mit passwort). live-imaging von system-volumes ohne reboot möglich. die minimale footprint kontaminiert das zielsystem kaum. besonders clever: umgehung der read-only-system-volume-beschränkungen. hash-verifizierung integriert für forensische standards. die active-development durch macos-forensik- community garantiert updates für neue os-versionen. perfekt für incident response auf macs ohne teure kommerzielle tools. die kommandozeile ermöglicht scripting für massenakquisitionen. command-line live-acquisition physical-copy apfs scenario:disk_imaging zero-footprint sip-bypass encrypted-volume container-imaging minimal-contamination scripting-capable macos-specific incident-response static-investigations 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ermöglicht pipe-operationen für netzwerk-imaging. besonders geschätzt: automatische badblock-erkennung mit detailliertem logging, simultane hash-berechnung (md5, sha1, sha256), fortschrittsbalken mit zeitschätzung. die clone-funktion dupliziert datenträger direkt. hpa/dco-erkennung warnt vor versteckten bereichen. unterstützt usb-write- blocker für zusätzliche sicherheit. die performance übertrifft oft kommerzielle tools bei gleicher zuverlässigkeit. debian-pakete vereinfachen installation. der niedrige ressourcen-verbrauch erlaubt imaging auf älteren systemen. logging im detail-level konfigurierbar für verschiedene compliance-anforderungen. gui physical-copy multithreaded hashing scenario:file_recovery ewf-support performance-optimized bad-sector-handling hpa-dco-detection simultaneous-output progress-estimation low-resource incident-response static-investigations data-collection", + "name": "MISP", + "content": "misp die threat-intelligence-sharing-plattform vernetzt viele organisationen weltweit im kampf gegen cyberkriminalität. strukturiertes teilen von iocs durch standardisierte attribute: ip-adressen, domains, hashes, yara-rules, malware-samples. die galaxies und taxonomien klassifizieren bedrohungen nach att&ck, kill-chain oder eigenen schemata. föderierte architektur ermöglicht selektives sharing zwischen vertrauenswürdigen partnern. correlation-engine findet zusammenhänge zwischen scheinbar unabhängigen incidents. warninglists reduzieren false-positives durch whitelisting bekannter good-entities. zeromq-feed pusht iocs in echtzeit an firewalls und siems. die ausgereiften apis (rest, pymisp) automatisieren threat-intelligence-workflows. export in stix, openioc und dutzende andere formate. essenziell für proaktive verteidigung. web-interface ioc-matching taxonomies api threat-scoring collaboration correlation-engine galaxy-clusters warninglists zeromq-feed stix-export federation incident-response static-investigations malware-analysis 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"tool", - "name": "FRED", - "content": "fred forensic recovery of evidence device - die high-end-hardware-lösung für professionelle forensik-labore. kombiniert workstation, imager und write-blocker in einem system. die ultrabay-technologie ermöglicht hot-swap von bis zu 8 laufwerken gleichzeitig. eingebaute hardware- write-blocker für alle gängigen interfaces: sata, sas, ide, usb, firewire. die raid-rekonstruktion arbeitet mit defekten arrays. besonders wertvoll: paralleles imaging mehrerer evidenzen, hardware- beschleunigte hashing, unterstützung exotischer formate. die touchscreen- konsole steuert imaging-vorgänge. field-kit-version für vor-ort-einsätze. integration mit ftk, encase, x-ways. die workstation-komponente analysiert während des imaging. der hohe preis macht es zur investition für high-volume-labs. der support durch digital intelligence ist erstklassig. die modulare bauweise erlaubt upgrades. für kleine teams overkill, für behörden-labs oft standard. die 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signaturen: strings, hex-patterns, regular expressions, bedingungen. die community pflegt tausende rules für bekannte malware-familien. integration in forensik-tools macht es allgegenwärtig: volatility für memory-scans, cuckoo für behavior-matching, virustotal für sample-klassifikation. modules erweitern für pe-analyse, krypto- erkennung und macho-parsing. die condition-syntax ermöglicht komplexe logik: \"any of ($a*) and filesize < 200kb\". performance-optimierung durch aho-corasick-algorithmus. python-bindings für automatisierung. yara-editor erleichtert rule-entwicklung. die false-positive-rate erfordert sorgfältiges tuning. unverzichtbar für proaktive threat-detection und incident-response. command-line yara-scan signature-analysis regex-search cross-platform memory-signatures pattern-matching rule-based module-support python-bindings community-rules performance-optimized incident-response malware-analysis examination analysis", - "embedding": [ - -0.02569580078125, - 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alle 6-8 wochen für neue apps. eu-basierte alternative zu us-amerikanischen lösungen. gui commercial mobile-app-data physical-copy decryption court-admissible drone-forensics chinese-phones pin-cracking cloud-extraction link-analysis eu-based mobile-forensics static-investigations fraud-investigation data-collection examination analysis", + "name": "hashdeep", + "content": "hashdeep multithread‑fähiges audit‑werkzeug, das dateien rekursiv einliest und gleich mehrere hash‑algorithmen (md5, sha‑1, sha‑256, tiger u.a.) erzeugt. unterstützt „baseline auditing“ zum automatischen wieder­erkennen neuer oder veränderter dateien und kann hash‑listen in nist‑nsrl‑ oder csv‑format ausgeben – perfekt für große datenträger‑batches. hashing auditing multihash static-investigations cloud-forensics examination analysis", "embedding": [ - 0.0089874267578125, - 0.030853271484375, - 0.0281982421875, - 0.00841522216796875, - 0.0504150390625, - 0.05181884765625, - 0.03912353515625, - 0.0013494491577148438, 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sha‑256) berechnen und verifizieren können. ideal zur integritätsprüfung von forensik‑images, log‑archiven und download‑artefakten; auch als stream‑filter einsetzbar („cat image.dd | sha256sum“). minimalistischer funktionsumfang, aber auf nahezu jeder unix‑ähnlichen plattform vorinstalliert und damit überall verfügbar. commandline hashing integrity incident-response static-investigations malware-analysis examination analysis", - "embedding": [ - -0.0148773193359375, - 0.0261077880859375, - 0.06719970703125, - -0.0244903564453125, - 0.02874755859375, - 0.044952392578125, - 0.02996826171875, - -0.0187225341796875, - -0.017822265625, - 0.01983642578125, - -0.0254058837890625, - 0.054656982421875, - 0.01953125, - 0.0012273788452148438, - -0.0251007080078125, - 0.0396728515625, - -0.02874755859375, - -0.0171051025390625, - -0.0036945343017578125, - 0.0307769775390625, - 0.010528564453125, - 0.007083892822265625, - -0.040496826171875, - 0.0205535888671875, - 0.0019102096557617188, - 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"metadata": { - "domains": [ - "incident-response", - "static-investigations", - "malware-analysis" - ], - "phases": [ - "examination", - "analysis" - ], - "tags": [ - "commandline", - "hashing", - "integrity" - ], - "skillLevel": "beginner", - "type": "tool" - } - }, - { - "id": "tool_Firmware_Analysis_Toolkit", - "type": "tool", - "name": "Firmware Analysis Toolkit", - "content": "firmware analysis toolkit attifys python-framework automatisiert die komplexe firmware-emulation für dynamic-analysis von iot-geräten. basiert auf firmadyne-research aber erweitert um praktische exploitation-tools. automatischer workflow: binwalk-extraction → filesystem-reconstruction → qemu-emulation → network-service-discovery → vulnerability-scanning. besonders wertvoll: web-interface-crawler findet admin-panels automatisch, default-credential-testing, sql-injection-fuzzing der management- interfaces. die arm/mips-emulation ermöglicht interactive-debugging mit gdb. network-simulation stellt internet-connectivity bereit. metasploit-integration für automated-exploitation. vulnerability- database korreliert findings mit cves. docker-setup vereinfacht komplexe dependencies. die academic-herkunft garantiert research-quality aber user-experience ist basic. perfekt für security-researcher die iot-firmware auf scale analysieren müssen. ergänzt statische tools um dynamic-analysis-capabilities. emulation firmware ics-forensics malware-analysis analysis", - "embedding": [ - -0.01268768310546875, - 0.02252197265625, - 0.048736572265625, - 0.0196685791015625, - 0.0297393798828125, - 0.0115966796875, - 0.0158843994140625, - 0.0164642333984375, - -0.0297393798828125, - -0.039154052734375, - -0.023193359375, - 0.065185546875, - 0.0020904541015625, - 0.0162200927734375, - -0.06182861328125, - 0.043701171875, - -0.00001913309097290039, - 0.0016698837280273438, - -0.002857208251953125, - 0.015625, - -0.0200042724609375, - -0.012939453125, - -0.06353759765625, - -0.0089874267578125, - 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brute-force-engine knackt 4-6 stellige pins in stunden bis tagen. besonders wertvoll: partial-extraction auch bei verschlüsselten geräten, afu/bfu-state- analysis, keychain-decryption. der preis (30.000€+) und ethische bedenken limitieren auf strafverfolgung. regelmäßige exploits werden durch ios-updates zunichte gemacht - ein katz-und-maus-spiel zwischen apple und grayshift. standard-tool in us-polizei-departments trotz rechtlicher und ethischer kontroversen um überwachungstechnologie. ios-unlocking zero-day-exploits hardware-solution brute-force keychain-extraction law-enforcement mobile-forensics data-collection", + "embedding": [ + -0.024017333984375, + 0.0249176025390625, + 0.03912353515625, + -0.006778717041015625, + 0.052764892578125, + 0.024017333984375, + 0.0311126708984375, + -0.00247955322265625, + -0.001750946044921875, + -0.024383544921875, + -0.0196533203125, + 0.04840087890625, + 0.01537322998046875, + -0.01245880126953125, + -0.053497314453125, + 0.051666259765625, + 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"skillLevel": "intermediate", + "skillLevel": "beginner", "type": "tool" } }, { - "id": "tool_Cortex", + "id": "tool_ALEAPP", "type": "tool", - "name": "Cortex", - "content": "cortex thehives analyzer-engine automatisiert observable-intelligence durch über 100 integrierte services von virustotal bis shodan. ein file-hash triggert parallel: av-scans, sandbox-detonation, yara-matching, reputation-checks in sekunden statt manueller stunden-arbeit. die plugin-architektur erweitert für custom-apis und interne threat-intelligence. besonders wertvoll: responder-actions ermöglichen automatische incident-response (block-ip, quarantine-host), taxonomy-integration kategorisiert threats nach misp- standards, job-history dokumentiert alle analysen für audit-trails. docker-deployment skaliert workers je nach load. rate-limiting verhindert api-quota-erschöpfung. die restful-api integriert in soar-playbooks. json-templates definieren analyzer-konfigurationen. community-analyzer erweitern für spezielle use-cases. nach thehive-übernahme durch strangebee wird cortex 3.x als open-source weiterentwickelt. standard-component moderner soc-automatisierung. automation threat-intel incident-response malware-analysis analysis", + "name": "ALEAPP", + "content": "aleapp android logs events and protobuf parser automatisiert die extraktion forensischer artefakte aus android-geräten. parst über 200 app-datenbanken und system-logs in übersichtliche html-reports. von whatsapp-chats über google-maps-timeline bis zu gelöschten sqlite-records - aleapp findet versteckte beweise. die timeline-funktion korreliert aktivitäten über alle apps. besonders wertvoll: protobuf-dekodierung für moderne apps, analyse von well-being-daten, batteriestatistiken für aktivitätsmuster. unterstützt physische dumps, logische extractions und sogar teilbackups. die plugin-architektur erlaubt erweiterungen für neue apps. ständige updates durch die aktive community halten mit android-entwicklungen schritt. der generierte report 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"domains": [ - "incident-response", - "malware-analysis" - ], - "phases": [ - "analysis" - ], - "tags": [ - "automation", - "threat-intel" - ], - "skillLevel": "intermediate", - "type": "tool" - } - }, - { - "id": "tool_dcfldd", - "type": "tool", - "name": "dcfldd", - "content": "dcfldd defense computer forensics lab dd erweitert das klassische dd um essenzielle forensische features. simultane hash-berechnung (md5, sha1, sha256) während des imaging spart zeit und garantiert integrität. status-output zeigt geschwindigkeit, verbleibende zeit und übertragene daten. split-on-the-fly für multi-volume-archives ohne zwischenspeicherung. pattern-wiping für sicheres löschen nach dod-standards. log-output dokumentiert jeden schritt für chain-of-custody. die verify-funktion prüft geschriebene daten sofort. besonders wertvoll: hashing einzelner blöcke für granulare integritätsprüfung, fortsetzen unterbrochener images, mehrere output-ziele gleichzeitig. die forensischen erweiterungen machen es zur 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- "content": "arkime das full-packet-capture-monster (früher moloch) speichert und indiziert große aufkommen von netzwerkverkehr für historische forensik. erfasst traffic mit 10gbit/s+ und speichert pcap mit intelligenter kompression. die elasticsearch-integration ermöglicht schnelle suchen über monate von daten: ips, ports, protokolle, http-header, ssl-zertifikate. session-page visualisiert verbindungen mit protokoll-dekodierung. spi-graph zeigt traffic-patterns. wise (with intelligence see everything) reichert daten mit threat-intel an. arkime-capture skaliert horizontal für multiple 10g-links. die viewer-permissions ermöglichen granulare zugriffskontrolle. hunt-jobs durchsuchen historische daten nach neuen iocs. api für integration mit soc-tools. die hardware-anforderungen sind massiv (tb ram, pb storage), aber für ernsthafte nsm unverzichtbar. perfekt für apt-jagd und incident-rekonstruktion. web-interface pcap-capture elasticsearch-integration historical-analysis packet-filtering distributed full-packet-capture threat-intel-enrichment horizontal-scaling api-driven hunt-jobs spi-graph incident-response static-investigations network-forensics cloud-forensics malware-analysis data-collection examination analysis", + "name": "dc3dd", + "content": "dc3dd dc3dd ist eine forensisch erweiterte variante des klassischen unix‑befehls dd. sie unterstützt das gleichzeitige berechnen mehrerer hash‑werte (md5, sha‑1, sha‑256, sha‑512) während der image‑erstellung, führt ein detailliertes log mit prüfsummen und fehlerblöcken und zeigt einen fortschrittsbalken an. weitere funktionen sind das splitten großer abbilder, das gezielte überschreiben von mustern zum sicheren löschen und die möglichkeit, fehlersektoren separat auszugeben, was besonders bei defekten medien hilfreich ist. disk-imaging hashing wiping logging cli incident-response static-investigations data-collection", "embedding": [ - -0.0090789794921875, - 0.0172271728515625, - 0.030364990234375, - 0.01480865478515625, 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beweise vs. system-stabilität. tool-auswahl nach os: winpmem (windows), lime (linux), osxpmem (macos). vorbereitung: tool auf externem medium, admin-rechte sichern, ziel-storage mit ausreichend platz. durchführung: dokumentation des system-zustands, tool-ausführung mit minimalen befehlen, hash-generierung sofort. besondere herausforderungen: kernel-schutz-mechanismen (patchguard, secure boot), anti-forensik-malware, virtualisierte umgebungen. die ersten sekunden kontaminieren unweigerlich - transparenz in der dokumentation essentiell. post-akquisition: volatility-profil erstellen, timeline der sammlung, vergleich mit disk-artefakten. der unterschied zwischen verwertbaren und wertlosen memory-dumps liegt oft in der methodik. live-acquisition scenario:memory_dump chain-of-custody standards-compliant contamination-aware tool-selection kernel-protection anti-forensics documentation-critical volatility-compatible incident-response static-investigations malware-analysis data-collection", - 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], - "phases": [ - "data-collection", - "analysis" - ], - "tags": [ - "rogue-ap", - "wireless", - "man-in-the-middle", - "gui", - "web-interface", - "scenario:remote_access" + "disk-imaging", + "hashing", + "wiping", + "logging", + "cli" ], "skillLevel": "intermediate", "type": "tool" @@ -61125,6 +74902,5257 @@ "type": "tool" } }, + { + "id": "tool_Oxygen_Forensic_Suite", + "type": "tool", + "name": "Oxygen Forensic Suite", + "content": "oxygen forensic suite die umfassende mobile-forensik-suite positioniert sich als alternative zu westlichen lösungen mit fokus auf android-geräte und cloud-services. besonders stark: deep-extraction chinesischer smartphones (xiaomi, huawei, oneplus), telegram-forensics inklusive secret-chats, signal-database- decryption bei root-access. die cloud-explorer-module greifen auf 50+ services zu: google-takeout, icloud-backups, microsoft-accounts ohne premium-pricing. physical-analyzer visualisiert timeline und geo-locations. die sqlite-viewer parst app-databases direkt. besonders innovativ: ufed-image-import ermöglicht cross-platform-analysis, live-memory-dumps von android-geräten, malware-detection in apks. der preis (ab 8.000€) unterbietet marktführer deutlich. technisch solide lösung mit umfangreichem cloud-support und regelmäßigen updates für neue smartphone-modelle und apps. mobile cloud decryption mobile-forensics examination analysis", + "embedding": [ + -0.0152435302734375, + 0.0302886962890625, + 0.0279083251953125, + -0.007472991943359375, + 0.03009033203125, + 0.056610107421875, + 0.03582763671875, + -0.0009341239929199219, + -0.0003712177276611328, + -0.026519775390625, + -0.0310821533203125, + 0.06292724609375, + 0.0165252685546875, + 0.0030193328857421875, + -0.0732421875, + 0.034454345703125, + -0.004058837890625, + 0.00846099853515625, + 0.03582763671875, + -0.01088714599609375, + -0.006877899169921875, + -0.0193939208984375, + -0.04791259765625, + -0.0025482177734375, + -0.0127716064453125, + 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recognition generiert username-listen, organization-chart-reconstruction aus metadaten. plugin-system erweitert für custom-document-types. shodan-integration enrichert ip-intelligence. die gui macht komplexe osint-workflows auch für non-technical-investigators zugänglich. export-funktionen für weitere analysis-tools. unverzichtbar für penetration-tester und financial-crime-investigators die target- organizations verstehen müssen. metadata osint static-investigations fraud-investigation examination", + "name": "VLEAPP", + "content": "vleapp vehicle logs, events, and properties parser erschließt die digitale blackbox moderner fahrzeuge. extrahiert daten aus infotainment-systemen, telematik- modulen und verbundenen smartphones. can-bus-logs enthüllen geschwindigkeit, bremsverhalten, airbag-events für unfallrekonstruktion. die gps-timeline zeigt routen mit stopps und fahrtzeiten. besonders wertvoll: bluetooth- verbindungsprotokolle identifizieren fahrer, carplay/android-auto-daten, 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speichert miniaturansichten aller betrachteten bilder in versteckten thumbcache_*.db dateien - ein goldschatz für forensiker. das tool extrahiert diese thumbnails inklusive exif-zeitstempel, selbst wenn originalbilder längst gelöscht sind. beweist unwiderlegbar, dass bilder auf dem system vorhanden waren. besonders wertvoll bei csam-ermittlungen und datendiebstahl. die verschiedenen auflösungen (32, 96, 256, 1024) zeigen detailgrade. timestamp-analyse rekonstruiert betrachtungszeitpunkte. export als einzelne bilder oder html-report. die gui macht es auch für nicht-technische ermittler zugänglich. unterstützt windows vista bis 11. der batch-mode verarbeitet mehrere thumbcache-dateien. hash-matching gegen bekannte csam-datenbanken möglich. integration mit timeline-tools über csv-export. die kostenlose lizenz demokratisiert wichtige forensik-fähigkeiten. oft der entscheidende beweis in kinderschutz-fällen. gui deleted-file-recovery metadata-parser triage system-metadata thumbnail-analysis 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server-overhead. der python-agent sammelt artefakte, führt yara-scans durch und erstellt timeline-daten. flow-basierte architektur für asynchrone operationen. rekall-integration für remote-memory-analyse. hunt-feature für unternehmensweite ioc-suche. approval-workflows für datenschutzkonforme ermittlungen. die admin-ui visualisiert client-status und collection-progress. export zu bigquery für big-data-analysen. der output-plugin-system integriert mit siems und ticketing. besonders stark bei linux-flotten. die api ermöglicht automatisierung wiederkehrender ermittlungen. weniger features als velociraptor, dafür ausgereifter und stabiler. ideal für organisationen mit großen, homogenen infrastrukturen. web-interface remote-collection distributed api cross-platform triage flow-architecture hunt-feature approval-workflow bigquery-export yara-scanning timeline-generation incident-response static-investigations malware-analysis fraud-investigation data-collection examination", + "name": 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], - "skillLevel": "advanced", + "skillLevel": "beginner", "type": "tool" } }, { - "id": "tool_ICSpector", + "id": "tool_md5sum___sha256sum", "type": "tool", - "name": "ICSpector", - "content": "icspector microsofts open-source-framework revolutioniert industrial-control-system- forensik mit spezialisierten tools für scada/plc-untersuchungen. extrahiert metadaten aus siemens s7, rockwell, schneider electric controllern. die python-basierte architektur parst proprietäre protokolle und dateiformate. besonders wertvoll: ladder-logic-extraktion zeigt manipulierte programme, configuration-diff erkennt unauthorized changes, network-capture-analyse für ics-protokolle (modbus, dnp3, iec-104). timeline-rekonstruktion aus historian-daten. die plugin-architektur erlaubt erweiterung für neue hersteller. integration mit wireshark-dissectors. unterstützt sowohl live-systeme als auch offline-images. die dokumentation erklärt ics-besonderheiten für it-forensiker. besonders relevant nach stuxnet und zunehmenden ics-angriffen. die community wächst mit kritischer infrastruktur-bedeutung. füllt die lücke zwischen it- und ot-forensik. unverzichtbar für kraftwerke, wasserversorgung, produktionsanlagen. die zukunft der infrastruktur-forensik beginnt hier. command-line system-metadata artifact-parser cross-platform scripting opensource plc-analysis scada-forensics ladder-logic protocol-parser configuration-analysis ot-security ics-forensics incident-response malware-analysis data-collection examination analysis", + "name": "md5sum / sha256sum", + "content": "md5sum / sha256sum klassische kommandozeilen‑checksummengeneratoren aus den gnu coreutils, die schnell kryptografische prüfsummen (md5 bzw. sha‑256) berechnen und verifizieren können. ideal zur integritätsprüfung von forensik‑images, log‑archiven und download‑artefakten; auch als stream‑filter einsetzbar („cat image.dd | sha256sum“). minimalistischer funktionsumfang, aber auf nahezu jeder unix‑ähnlichen plattform vorinstalliert und 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und sicherheit priorisieren. gui command-line live-acquisition encrypted-traffic secure-sharing anonymous-analysis privacy-focused tor-integration rolling-release lightweight arm-support docker-ready incident-response static-investigations malware-analysis network-forensics", - "embedding": [ - -0.035400390625, - -0.004650115966796875, - 0.0587158203125, - -0.0007729530334472656, - 0.0193023681640625, - 0.028350830078125, - 0.014984130859375, - -0.004978179931640625, - -0.01337432861328125, - -0.00673675537109375, - -0.0297698974609375, - 0.053497314453125, - -0.023223876953125, - -0.016082763671875, - -0.0599365234375, - 0.03802490234375, - -0.0141754150390625, - 0.00432586669921875, - 0.00417327880859375, - 0.007694244384765625, - 0.00040221214294433594, - -0.01197052001953125, - -0.06597900390625, - 0.00885009765625, - -0.0026531219482421875, - 0.00630950927734375, - -0.0247344970703125, - -0.07080078125, - -0.00623321533203125, - -0.01251983642578125, - -0.006587982177734375, - 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"malware-analysis", - "network-forensics" - ], - "phases": [], - "tags": [ - "gui", - "command-line", - "live-acquisition", - "encrypted-traffic", - "secure-sharing", - "anonymous-analysis", - "privacy-focused", - "tor-integration", - "rolling-release", - "lightweight", - "arm-support", - "docker-ready" - ], - "skillLevel": "intermediate", - "type": "tool" - } - }, - { - "id": "tool_Strings", - "type": "tool", - "name": "Strings", - "content": "strings das unterschätzte basis-tool extrahiert lesbare ascii- und unicode-strings aus binärdateien - oft der erste hinweis auf malware-funktionalität. findet urls für c2-server, hardcoded-passwords, pfadangaben, error-messages. die sysinternals-version (windows) bietet gui und erweiterte features. gnu-strings (linux) integriert perfekt in pipe-workflows. encoding-options (-e) für unicode-varianten essentiell bei modernen samples. minimum-length (-n) filtert rauschen. offset-anzeige (-o) für spätere hex-editor-analyse. besonders wertvoll: kombination mit grep für pattern-matching, sort/uniq für häufigkeitsanalyse, integration in automatisierte malware-triage. die einfachheit täuscht - erfahrene analysten extrahieren erstaunliche intelligence. perfekt für verschlüsselte/gepackte malware wenn strings im unpacking-stub verbleiben. output oft ausgangspunkt für yara-rules. das 5-minuten-tool das stunden detaillierter analyse spart. command-line string-search binary-decode triage cross-platform fast-scan unicode-support pattern-extraction malware-triage c2-discovery password-finding pipe-friendly incident-response malware-analysis static-investigations examination", - "embedding": [ - -0.01044464111328125, - 0.03948974609375, - 0.046905517578125, - -0.00412750244140625, - 0.0224609375, - 0.01090240478515625, - 0.0054931640625, - -0.0007276535034179688, - 0.003902435302734375, - 0.01155853271484375, - -0.037994384765625, - 0.05517578125, - 0.023956298828125, - 0.0242767333984375, - -0.053192138671875, - 0.038970947265625, - 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offenen ports und services. dns-resolution-timeline zeigt domain-lookups. keyword-search über alle extrahierten inhalte. die professional-version bietet geo-ip-lokalisierung, voip-rekonstruktion und kommandozeilen-scripting. besonders wertvoll: frame-reassembly auch bei packet-loss. export zu csv/xml für weitere analyse. die intuitive gui macht es zugänglich für nicht-netzwerk-spezialisten. limitiert bei verschlüsseltem traffic, glänzt bei klartext-protokollen und malware-c2-analyse. gui file-reconstruction pcap-capture session-reconstruction dns-resolution triage credential-extraction os-fingerprinting keyword-search artifact-extraction cleartext-protocols frame-reassembly incident-response static-investigations malware-analysis network-forensics examination analysis", - "embedding": [ - -0.01593017578125, - 0.01442718505859375, - 0.028106689453125, - 0.01021575927734375, - 0.03973388671875, - 0.01629638671875, - 0.0066070556640625, - -0.00604248046875, - -0.0204315185546875, - 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moderner forensik-infrastrukturen durch near-real-time-indexierung von petabytes. lucene-basierte volltext-suche findet iocs in sekunden über millionen logs. die json-native architektur verarbeitet strukturierte und unstrukturierte daten gleichermäßen. besonders wertvoll: aggregations-framework erstellt komplexe timeline-analysen, geo-queries korrelieren events geografisch, machine-learning-features erkennen anomalien automatisch. horizontal- skalierung von single-node bis multi-datacenter-clusters. die restful-api integriert mit allen forensik-tools. ingest-pipelines normalisieren verschiedene log-formate. security-features (x-pack) bieten encryption und rbac für sensitive ermittlungen. snapshot-funktionen sichern forensische integrität. die index-lifecycle-management rotiert alte daten automatisch. basis für elk-stack (logstash, kibana) und siem-systeme. unverzichtbar für moderne socs und incident-response-teams. search big-data incident-response network-forensics analysis", - 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deep-extraction chinesischer smartphones (xiaomi, huawei, oneplus), telegram-forensics inklusive secret-chats, signal-database- decryption bei root-access. die cloud-explorer-module greifen auf 50+ services zu: google-takeout, icloud-backups, microsoft-accounts ohne premium-pricing. physical-analyzer visualisiert timeline und geo-locations. die sqlite-viewer parst app-databases direkt. besonders innovativ: ufed-image-import ermöglicht cross-platform-analysis, live-memory-dumps von android-geräten, malware-detection in apks. der preis (ab 8.000€) unterbietet marktführer deutlich. technisch solide lösung mit umfangreichem cloud-support und regelmäßigen updates für neue smartphone-modelle und apps. mobile cloud decryption mobile-forensics examination analysis", - "embedding": [ - -0.0152435302734375, - 0.0302886962890625, - 0.0279083251953125, - -0.007472991943359375, - 0.03009033203125, - 0.056610107421875, - 0.03582763671875, - -0.0009341239929199219, - -0.0003712177276611328, - 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tool-kategorien decken alle phasen ab: imaging (dc3dd), carving (foremost), memory-analyse (volatility), netzwerk (wireshark), mobile (adb), krypto (hashcat). metapackages installieren tool-gruppen gezielt. die rolling-release-natur hält alles aktuell. arm-images für raspberry pi und mobile-forensik. nethunter bringt kali aufs smartphone. anpassbare iso-builds für spezialisierte teams. die dokumentation und community sind exzellent. vorsicht: viele tools sind offensiv - klare policies nötig! der standard für incident-response-teams weltweit. gui command-line cross-platform live-acquisition write-blocker opensource forensics-mode tool-collection arm-support nethunter custom-builds rolling-release incident-response static-investigations malware-analysis fraud-investigation network-forensics mobile-forensics cloud-forensics ics-forensics", + "name": "ICSpector", + "content": "icspector microsofts open-source-framework revolutioniert industrial-control-system- forensik mit spezialisierten tools für scada/plc-untersuchungen. extrahiert metadaten aus siemens s7, rockwell, schneider electric controllern. die python-basierte architektur parst proprietäre protokolle und dateiformate. besonders wertvoll: ladder-logic-extraktion zeigt manipulierte programme, configuration-diff erkennt unauthorized changes, network-capture-analyse für ics-protokolle (modbus, dnp3, iec-104). timeline-rekonstruktion aus historian-daten. die plugin-architektur erlaubt erweiterung für neue hersteller. integration mit wireshark-dissectors. unterstützt sowohl live-systeme als auch offline-images. die dokumentation erklärt ics-besonderheiten für it-forensiker. besonders relevant nach stuxnet und zunehmenden ics-angriffen. die community wächst mit kritischer infrastruktur-bedeutung. füllt die lücke zwischen it- und ot-forensik. unverzichtbar für kraftwerke, wasserversorgung, produktionsanlagen. die zukunft der infrastruktur-forensik beginnt hier. command-line system-metadata artifact-parser 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attribution-datenbank weltweit. clustering-algorithmen identifizieren millionen von services: exchanges, darknet-märkte, mixer, ransomware-wallets, scams. reactor visualisiert transaktionsflüsse mit automatischer risikobewertung. kyt (know your transaction) für echtzeit- compliance. sanctions screening gegen ofac und internationale listen. der investigation-workflow traced funds durch mixer und tumblers. intelligente alerts bei verdächtigen bewegungen. court-ready reports mit blockchain-beweiskette. die api integriert in bestehende case- management-systeme. unterstützt bitcoin, ethereum, und 100+ andere blockchains. trainings und zertifizierungen für ermittler. die lizenzkosten (sechsstellig) und us-zentrierung limitieren auf großorganisationen. web-interface blockchain-analysis commercial visualization anomaly-detection threat-scoring clustering-analysis compliance-screening transaction-tracing risk-assessment multi-blockchain api-integration static-investigations fraud-investigation 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rekonstruiert app-nutzungsmuster minutengenau. besonders mächtig: parsing von unified logs für system-events, health-daten-extraktion, significant-locations mit karten-visualisierung. die html-reports sind durchsuchbar und gerichtsfest aufbereitet. neue features: ios 17 support, live-photos-metadaten, apple-pay-transaktionen. die ständigen updates halten mit apples verschleierungstaktiken schritt. powerlog-parser zeigt batterie-events für aktivitätsanalyse. die modulare architektur erlaubt custom-parser für proprietäre apps. cross-referenzierung mit macos-artefakten über continuity. ein muss für jeden ios-forensiker. command-line mobile-app-data artifact-parser timeline html-export deleted-file-recovery knowledgec-parser unified-logs health-data screen-time imessage-recovery ios-forensics incident-response static-investigations mobile-forensics fraud-investigation examination analysis", - "embedding": [ - -0.024139404296875, - 0.05615234375, - 0.057220458984375, - 0.00872039794921875, 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- "id": "tool_Wireshark", - "type": "tool", - "name": "Wireshark", - "content": "wireshark der unangefochtene könig der netzwerk-protokoll-analyse dekodiert die meisten netzwerkprotokolle von ethernet bis zu exotischen ics-protokollen. display-filter mit mächtiger syntax ermöglichen chirurgisch präzise paket-selektion. follow-stream rekonstruiert komplette tcp-sessions, http-uploads oder ftp-transfers. expert-info identifiziert anomalien wie retransmissions, malformed packets oder protokoll-violations. die statistik-funktionen visualisieren conversations, io-graphs und protocol-hierarchien. export-objekte extrahiert übertragene dateien aus http, smb oder tftp. coloring-rules heben verdächtige pakete hervor. geoip-integration zeigt geografische verbindungsdaten. tls-decryption mit private keys oder sslkeylogfile. die lua- und c-plugin-api erlaubt custom-dissectors. unverzichtbar für malware-c2-analyse, data-exfiltration-erkennung und netzwerk-troubleshooting. gui protocol-decode packet-filtering pcap-capture cross-platform session-reconstruction display-filters follow-stream expert-info statistics coloring-rules tls-decryption incident-response malware-analysis network-forensics cloud-forensics ics-forensics fraud-investigation examination analysis", - "embedding": [ - -0.02032470703125, - 0.0014066696166992188, - 0.04583740234375, - 0.027374267578125, - 0.034637451171875, - 0.0231170654296875, - 0.0142059326171875, - 0.005886077880859375, - -0.040863037109375, - -0.005573272705078125, - -0.039398193359375, - 0.044586181640625, - 0.0245819091796875, - -0.0015554428100585938, - -0.07342529296875, - 0.033599853515625, - -0.02447509765625, - -0.0014390945434570312, - -0.0012121200561523438, - 0.01441192626953125, - -0.02001953125, - 0.0011539459228515625, - -0.052886962890625, - 0.00736236572265625, - -0.0185546875, - -0.0014581680297851562, - -0.0207366943359375, - -0.0845947265625, - -0.01389312744140625, - 0.0206298828125, - 0.013275146484375, - 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"skillLevel": "intermediate", - "type": "tool" - } - }, - { - "id": "tool_GrayKey", - "type": "tool", - "name": "GrayKey", - "content": "graykey grayshift technologies entwickelt die kontroverse ios-forensik-lösung für strafverfolgung - eine dedizierte hardware-box die iphones durch zero-day-exploits entsperrt. die lightning-kabel-verbindung umgeht apples usb-restricted-mode und secure-enclave-schutz. zwei varianten: graykey-on-premises für lokale nutzung, graykey-connected mit cloud- updates für neueste exploits. unterstützt ios 7-17 mit wechselnder geräte-coverage je nach verfügbaren exploits. die brute-force-engine knackt 4-6 stellige pins in stunden bis tagen. besonders wertvoll: partial-extraction auch bei verschlüsselten geräten, afu/bfu-state- analysis, keychain-decryption. der preis (30.000€+) und ethische bedenken limitieren auf strafverfolgung. regelmäßige exploits werden durch ios-updates zunichte gemacht - ein katz-und-maus-spiel zwischen apple und grayshift. standard-tool in us-polizei-departments trotz rechtlicher und ethischer kontroversen um überwachungstechnologie. ios-unlocking zero-day-exploits hardware-solution brute-force keychain-extraction law-enforcement mobile-forensics data-collection", - "embedding": [ - -0.024017333984375, - 0.0249176025390625, - 0.03912353515625, - -0.006778717041015625, - 0.052764892578125, - 0.024017333984375, - 0.0311126708984375, - -0.00247955322265625, - -0.001750946044921875, - -0.024383544921875, - -0.0196533203125, - 0.04840087890625, - 0.01537322998046875, - -0.01245880126953125, - -0.053497314453125, - 0.051666259765625, - 0.004344940185546875, - 0.007049560546875, - 0.014373779296875, - -0.0032749176025390625, - -0.01873779296875, - 0.0213775634765625, - -0.03656005859375, - -0.01078033447265625, - 0.0211944580078125, - 0.003978729248046875, - -0.0157318115234375, - -0.041839599609375, - -0.01245880126953125, - -0.00732421875, - 0.0119171142578125, - -0.034027099609375, - 0.005367279052734375, - 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- "tags": [ - "ios-unlocking", - "zero-day-exploits", - "hardware-solution", - "brute-force", - "keychain-extraction", - "law-enforcement" - ], - "skillLevel": "advanced", - "type": "tool" - } - }, - { - "id": "tool_ALEAPP", - "type": "tool", - "name": "ALEAPP", - "content": "aleapp android logs events and protobuf parser automatisiert die extraktion forensischer artefakte aus android-geräten. parst über 200 app-datenbanken und system-logs in übersichtliche html-reports. von whatsapp-chats über google-maps-timeline bis zu gelöschten sqlite-records - aleapp findet versteckte beweise. die timeline-funktion korreliert aktivitäten über alle apps. besonders wertvoll: protobuf-dekodierung für moderne apps, analyse von well-being-daten, batteriestatistiken für aktivitätsmuster. unterstützt physische dumps, logische extractions und sogar teilbackups. die plugin-architektur erlaubt erweiterungen für neue apps. ständige updates durch die aktive community halten mit android-entwicklungen schritt. der generierte report ist gerichtsfest strukturiert mit quellenangaben zu jedem artefakt. integration mit ileapp und vleapp für cross-device-analysen. command-line mobile-app-data artifact-parser timeline html-export sqlite-viewer protobuf-parser whatsapp-analysis google-artifacts battery-stats well-being-data cross-platform incident-response static-investigations mobile-forensics fraud-investigation examination analysis", - "embedding": [ - -0.01549530029296875, - 0.059478759765625, - 0.0288543701171875, - -0.0022487640380859375, - 0.0256500244140625, - 0.026885986328125, - 0.00872802734375, - -0.002960205078125, - -0.0012798309326171875, - -0.0035400390625, - -0.034027099609375, - 0.061614990234375, - 0.0020809173583984375, - -0.01496124267578125, - -0.061248779296875, - 0.039886474609375, - -0.015045166015625, - 0.01219940185546875, - -0.004673004150390625, - -0.0027599334716796875, - -0.02581787109375, - -0.0189666748046875, - -0.047027587890625, - 0.01175689697265625, - 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"incident-response", - "static-investigations", - "mobile-forensics", - "fraud-investigation" - ], - "phases": [ - "examination", - "analysis" - ], - "tags": [ - "command-line", - "mobile-app-data", - "artifact-parser", - "timeline", - "html-export", - "sqlite-viewer", - "protobuf-parser", - "whatsapp-analysis", - "google-artifacts", - "battery-stats", - "well-being-data", - "cross-platform" - ], - "skillLevel": "intermediate", - "type": "tool" - } - }, - { - "id": "tool_RegRipper", - "type": "tool", - "name": "RegRipper", - "content": "regripper harlan carveys registry-analyse-framework revolutioniert windows-forensik durch plugin-basierte automatisierung. über 300 plugins extrahieren spezifische artefakte aus registry-hives: usb-historie, installierte software, user-aktivitäten, malware-spuren. die perl-basierte architektur ermöglicht einfache plugin-entwicklung für neue artefakte. besonders wertvoll: timeline-plugins für zeitbasierte analyse, regripper-reports im strukturierten format, automatische korrelation zwischen hives. profile-system gruppiert plugins nach untersuchungstyp (malware, user- activity, network). die community teilt ständig neue plugins für aktuelle bedrohungen. integration mit anderen tools über csv-export. besonders stark bei apt-investigations: services-analyse, run-keys, scheduled-tasks. die plugin-dokumentation erklärt forensische relevanz jedes artefakts. version 3.0 modernisiert für aktuelle windows-versionen. der time-saver für registry-deep-dives - was manuell stunden dauert, erledigt regripper in minuten. command-line registry-hives plugin-support scenario:windows-registry usb-history artifact-parser timeline-analysis malware-detection user-activity batch-processing profile-based community-plugins scenario:persistence incident-response static-investigations malware-analysis examination analysis", - "embedding": [ - -0.042999267578125, - 0.0157318115234375, - 0.025177001953125, - -0.01617431640625, - 0.0124969482421875, - 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forensik-images als virtuelle laufwerke für komfortable analyse ohne vollinstallation einer forensik-suite. unterstützt raw (dd), e01 (encase), aff, vhd, vmdk und weitere formate. write-cache-modus schützt original-images vor veränderung. ram-disk-feature für performance bei kleinen images. die plugin-architektur erweitert für exotische formate. besonders praktisch: partition-selection bei multi-partition-images, automatische offset-erkennung, unterstützung für disk- und memory-images. der image-conversion-wizard wandelt zwischen formaten. integration mit windows explorer für gewohnte navigation. mounting von volume shadow copies. die freeware-lizenz macht es zur ersten wahl für budget- bewusste teams. limitiert bei verschlüsselten images, glänzt bei standard-aufgaben. perfekt für schnelle triage oder wenn kommerzielle tools nicht verfügbar sind. gui virtual-machine ewf-support raw-image-support write-blocker triage format-conversion vss-support partition-selection ram-disk 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bereiche. die offline-fähigkeit (läuft komplett im browser) macht es dsgvo-konform für sensible daten. import/export von rezepten für wiederverwendung. unterstützt dateien bis 2gb. code-beautifier für javascript, json, xml. image-forensik mit exif-extraktion. die github-version kann selbst gehostet werden. unverzichtbar für jeden digitalen ermittler. web-interface binary-decode decryption malware-unpacking string-search triage regex-operations magic-detection entropy-analysis recipe-based offline-capable data-transformation incident-response static-investigations malware-analysis network-forensics fraud-investigation examination analysis", + "name": "Firmware Analysis Toolkit", + "content": "firmware analysis toolkit attifys python-framework automatisiert die komplexe firmware-emulation für dynamic-analysis von iot-geräten. basiert auf firmadyne-research aber erweitert um praktische exploitation-tools. automatischer workflow: binwalk-extraction → filesystem-reconstruction → 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versteckte rootkits. native python-3-architektur mit timeline-integration und cloud-storage-support (s3, gcs). neue plugins: windows.hollowprocesses für process-ghosting, linux.ebpf für kernel-hooks, windows.shimcachemem für persistence. yara-integration und sigma-rules direkt im framework. die intuitivere api beschleunigt plugin-entwicklung drastisch. unterstützt aktuelle windows 11, linux 6.x und macos sonoma. der umstieg von v2 lohnt sich allein wegen der performance - analysen die früher stunden dauerten sind jetzt in minuten erledigt. command-line plugin-support scripting memory-timeline process-analysis network-artifacts rootkit-detection code-injection yara-integration python-api scenario:memory_dump opensource incident-response static-investigations malware-analysis network-forensics examination analysis", - "embedding": [ - -0.03472900390625, - 0.0278167724609375, - 0.05352783203125, - -0.0188751220703125, - 0.041290283203125, - 0.041107177734375, - -0.0010576248168945312, - 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services durch transaction-pattern-analysis: exchanges, darknet-markets, mixers, ransomware-wallets. die compliance- suite bietet real-time-screening gegen ofac/eu-sanctions-listen. besonders stark: defi-protocol-analysis dekodiert smart-contract- interactions, cross-chain-tracking folgt funds über bridges, investigation-tools für complex-money-laundering-schemes. api-integration ermöglicht automated-aml-workflows. die typology-library kategorisiert verdachtsmuster nach fatf-standards. court-ready-reports mit blockchain- evidence-chain. training-programme zertifizieren investigators. unterstützt bitcoin, ethereum, und 15+ andere blockchains. enterprise- deployment für banken, exchanges und strafverfolgung. der europäische fokus macht es zur alternative für eu-basierte organisationen. blockchain-analysis compliance-screening sanctions-checking defi-analysis cross-chain-tracking aml-workflows court-reporting fraud-investigation analysis", + "embedding": [ + -0.01568603515625, + 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+92817,7389 @@ } }, { - "id": "tool_Microsoft_Office_365", + "id": "tool_Kibana", "type": "tool", - "name": "Microsoft Office 365", - "content": "microsoft office 365 der industriestandard bietet mehr als textverarbeitung - ein mächtiges forensik-analyse-toolkit. excel's power query transformiert komplexe log-dateien in aussagekräftige visualisierungen. power pivot verarbeitet millionen datensätze für big-data-forensik. die kollaborations-features ermöglichen echtzeit-teamarbeit an ermittlungen. besonders wertvoll: cloud-storage für große beweis-sammlungen, version-history für audit-trails, advanced ediscovery für compliance. teams integriert sichere kommunikation. der compliance-manager dokumentiert datenschutz-konform. onenote sammelt notizen und screenshots strukturiert. die ki-features in editor verbessern report-qualität. makros automatisieren routine-analysen. die mobile-apps ermöglichen feld-dokumentation. power automate verbindet mit forensik-tools. der industriestandard hat seinen preis, aber die integration und support sind unübertroffen. vorsicht: cloud-storage kann datenschutz-problematisch sein für sensible ermittlungen. gui web-interface commercial collaboration visualization cloud-artifacts power-query ediscovery version-control team-integration mobile-apps automation-capable incident-response static-investigations malware-analysis fraud-investigation network-forensics mobile-forensics cloud-forensics ics-forensics examination analysis reporting", + "name": "Kibana", + "content": "kibana das visualisierungs-frontend des elastic-stacks verwandelt rohe forensik-daten in aussagekräftige dashboards und echtzeit-analysen. drag-and-drop-interface erstellt komplexe queries ohne programmierkenntnisse. besonders wertvoll für incident-response: timeline-visualisierungen korrelieren events über verschiedene systeme, geo-maps zeigen angriffs-ursprünge, heat-maps identifizieren aktivitätsmuster. die discover-funktion ermöglicht explorative datenanalyse mit 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user-aktivitäten, malware-spuren. die perl-basierte architektur ermöglicht einfache plugin-entwicklung für neue artefakte. besonders wertvoll: timeline-plugins für zeitbasierte analyse, regripper-reports im strukturierten format, automatische korrelation zwischen hives. profile-system gruppiert plugins nach untersuchungstyp (malware, user- activity, network). die community teilt ständig neue plugins für aktuelle bedrohungen. integration mit anderen tools über csv-export. besonders stark bei apt-investigations: services-analyse, run-keys, scheduled-tasks. die plugin-dokumentation erklärt forensische relevanz jedes artefakts. version 3.0 modernisiert für aktuelle windows-versionen. der time-saver für registry-deep-dives - was manuell stunden dauert, erledigt regripper in minuten. command-line registry-hives plugin-support scenario:windows-registry usb-history artifact-parser timeline-analysis malware-detection user-activity batch-processing profile-based community-plugins 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smartphones (huawei, xiaomi) und speziellen hardware-typen. der drone-module extrahiert flugdaten von dji und parrot. xry camera identifiziert geräte aus bildern. die analyze-software visualisiert kommunikationsmuster und bewegungs- profile. xamn-elements für link-analyse zwischen mehreren geräten. cloud-extraction für 30+ services. die pin-code-breaker-hardware knackt 4-6 stellige codes. training und zertifizierung inklusive. preislich mit cellebrite vergleichbar (15.000€+) aber mit transparenterer verkaufspolitik. updates alle 6-8 wochen für neue apps. eu-basierte alternative zu us-amerikanischen lösungen. gui commercial mobile-app-data physical-copy decryption court-admissible drone-forensics chinese-phones pin-cracking cloud-extraction link-analysis eu-based mobile-forensics static-investigations fraud-investigation data-collection examination analysis", + "embedding": [ + 0.0089874267578125, + 0.030853271484375, + 0.0281982421875, + 0.00841522216796875, + 0.0504150390625, + 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terabytes in stunden statt tagen. advanced-carving rekonstruiert gelöschte multimedia-dateien. timeline-engine korreliert events über alle evidenzen. report-templates generieren gerichtsfeste dokumentation. integration mit axiom cyber für endpoint-response. eine etablierte software für high-volume-ermittlungen mit budget für enterprise-lizenzen. gui commercial cloud-artifacts mobile-app-data automation-ready court-admissible ai-categorization ief-engine connections-view timeline-analysis csam-detection parallel-processing incident-response static-investigations mobile-forensics cloud-forensics fraud-investigation data-collection examination analysis reporting", + "name": "dd", + "content": "dd das unix-urgestein 'data duplicator' ist seit 1974 der minimalistische standard für bit-genaue datenträger-kopien. keine gui, keine extras - nur pure zuverlässigkeit. die wichtigsten forensischen parameter: conv=noerror,sync für defekte sektoren, bs=4m für optimale performance, status=progress 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{ + "id": "tool_Maltego", + "type": "tool", + "name": "Maltego", + "content": "maltego die link-analysis-suite transformiert osint-recherchen in visuelle netzwerke für fraud-ermittlungen und threat-intelligence. graph-basierte darstellung zeigt verbindungen zwischen personen, domains, ip-adressen, social-media- accounts intuitiv. transform-engine automatisiert datensammlung aus hunderten quellen: dns-records, whois-daten, social-networks, darkweb-mentions. besonders mächtig für bec-fraud: email-to-domain-to-infrastructure-mapping enthüllt scammer-netzwerke. die maltego-teeth-integration bringt kommerzielle datenquellen. machine-learning-algorithmen finden versteckte cluster. collaboration-features für team-ermittlungen. case-management dokumentiert recherche-pfade. export zu verschiedenen formaten für reports. die community-edition (kostenlos) limitiert auf 12 entities, aber ausreichend für kleinere fälle. professional-versionen (ab 999€) entfernen limits. standard-tool für financial-crime-units und osint-analysten weltweit. osint link-analysis fraud-investigation network-forensics analysis", + "embedding": [ + -0.03369140625, + 0.027008056640625, + 0.04547119140625, + 0.00036597251892089844, + 0.030609130859375, + 0.035400390625, + 0.041534423828125, + -0.018890380859375, + -0.00914764404296875, + 0.005298614501953125, + -0.0186309814453125, + 0.0328369140625, + -0.002532958984375, + 0.00696563720703125, + -0.06500244140625, + 0.061553955078125, + 0.0058135986328125, + 0.0230865478515625, + 0.00867462158203125, + 0.00589752197265625, + -0.00611114501953125, + 0.004123687744140625, + -0.05438232421875, + 0.001987457275390625, + 0.019744873046875, + 0.00957489013671875, + -0.03607177734375, + -0.05780029296875, + -0.003612518310546875, + -0.00765228271484375, + 0.01171112060546875, + -0.037628173828125, + -0.023773193359375, + 0.033172607421875, + -0.0122222900390625, + -0.02923583984375, + -0.009063720703125, + -0.031982421875, + -0.04034423828125, + 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glob('/users/*/downloads/*.exe')\". hunt-kampagnen durchsuchen die gesamte infrastruktur parallel nach iocs. der agent läuft mit minimalem footprint und sammelt artefakte verschlüsselt. notebooks für gespeicherte queries und analysen. die timeline-funktion korreliert events über alle endpoints. offline-collector für air-gapped-systeme. server-event-monitoring für real-time-detection. automatische triage mit artifact-packs. die eingebaute quarantäne isoliert kompromittierte systeme. cloud-native-architektur mit multi-tenancy. gui und cli für verschiedene nutzergruppen. die lernkurve für vql ist steil, aber die effizienz-gewinne sind enorm. perfekt für enterprise-ir und threat-hunting. web-interface remote-collection distributed scripting cross-platform triage vql-queries hunt-campaigns real-time-monitoring offline-collector artifact-packs multi-tenancy incident-response static-investigations malware-analysis fraud-investigation network-forensics cloud-forensics data-collection 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malware-c2-analyse. gui file-reconstruction pcap-capture session-reconstruction dns-resolution triage credential-extraction os-fingerprinting keyword-search artifact-extraction cleartext-protocols frame-reassembly incident-response static-investigations malware-analysis network-forensics examination analysis", + "embedding": [ + -0.01593017578125, + 0.01442718505859375, + 0.028106689453125, + 0.01021575927734375, + 0.03973388671875, + 0.01629638671875, + 0.0066070556640625, + -0.00604248046875, + -0.0204315185546875, + -0.030731201171875, + -0.04833984375, + 0.049835205078125, + 0.0194854736328125, + -0.0194854736328125, + -0.0640869140625, + 0.02679443359375, + 0.0016279220581054688, + 0.0010423660278320312, + 0.007587432861328125, + 0.005435943603515625, + -0.01358795166015625, + -0.0185546875, + -0.02398681640625, + 0.002704620361328125, + 0.004192352294921875, + 0.017425537109375, + -0.02239990234375, + -0.068603515625, + -0.0301666259765625, + 0.0205230712890625, + 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"network-forensics" + ], + "phases": [ + "examination", + "analysis" ], "tags": [ "gui", - "commercial", - "cloud-artifacts", - "mobile-app-data", - "automation-ready", - "court-admissible", - "ai-categorization", - "ief-engine", - "connections-view", - "timeline-analysis", - "csam-detection", - "parallel-processing" + "file-reconstruction", + "pcap-capture", + "session-reconstruction", + "dns-resolution", + "triage", + "credential-extraction", + "os-fingerprinting", + "keyword-search", + "artifact-extraction", + "cleartext-protocols", + "frame-reassembly" ], "skillLevel": "beginner", "type": "tool" @@ -113892,6 +113892,1067 @@ "type": "concept" } }, + { + "id": "concept_Digital_Evidence_Chain_of_Custody", + "type": "concept", + "name": "Digital Evidence Chain of Custody", + "content": "digital evidence chain of custody die lückenlose dokumentation digitaler beweise von der sicherstellung bis zur gerichtsverhandlung. kernprinzipien: authentizität, integrität, nachvollziehbarkeit, nicht-abstreitbarkeit. praktische umsetzung durch hash-verifizierung, write-blocker, detaillierte dokumentation aller schritte. formulare dokumentieren wer/was/wann/wo/warum. fotografische dokumentation der hardware. versiegelte beweismitteltaschen mit tamper-evidence. digitale coc durch blockchain-timestamping. iso/iec 27037 als internationaler standard. gerichtliche anforderungen variieren nach jurisdiktion. fehler in der coc können zur beweisverwerfung führen. automatisierung durch lims (laboratory information management systems). die coc ist kein technisches sondern ein prozedurales thema - oft unterschätzt aber entscheidend für erfolgreiche verfahren. chain-of-custody standards-compliant court-admissible audit-trail documentation hash-verification tamper-evidence iso-27037 legal-compliance process-management incident-response static-investigations fraud-investigation mobile-forensics cloud-forensics data-collection examination analysis reporting", + "embedding": [ + 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internationaler standard. gerichtliche anforderungen variieren nach jurisdiktion. fehler in der coc können zur beweisverwerfung führen. automatisierung durch lims (laboratory information management systems). die coc ist kein technisches sondern ein prozedurales thema - oft unterschätzt aber entscheidend für erfolgreiche verfahren. chain-of-custody standards-compliant court-admissible audit-trail documentation hash-verification tamper-evidence iso-27037 legal-compliance process-management incident-response static-investigations fraud-investigation mobile-forensics cloud-forensics data-collection examination analysis reporting", - "embedding": [ - -0.051177978515625, - 0.01279449462890625, - 0.026275634765625, - 0.00717926025390625, - 0.06402587890625, - 0.0200958251953125, - 0.040740966796875, - -0.0105743408203125, - -0.0025463104248046875, - -0.0271453857421875, - -0.01192474365234375, - 0.05255126953125, - 0.006439208984375, - -0.0196685791015625, - -0.04559326171875, - 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document.addEventListener('DOMContentLoaded', () => { } function formatWorkflowSuggestion(text) { - // Improved handling for different list formats - const numberedListPattern = /(\d+\.\s)/g; - - if (numberedListPattern.test(text)) { - const items = text.split(/\d+\.\s/).filter(item => item.trim().length > 0); + // Type safety: ensure text is a string + if (!text || typeof text !== 'string') { + console.warn('[FORMAT] Invalid text input:', typeof text, text); + return `

Inhalt nicht verfügbar

`; + } - if (items.length > 1) { - const listItems = items.map(item => - `
  • ${item.trim()}
    • ` - ).join(''); - - return `
      ${listItems}
    `; + // Sanitize and trim the text + const cleanText = text.trim(); + if (cleanText.length === 0) { + return `

    Keine Informationen verfügbar

    `; } - } - - // Handle bullet points - const bulletPattern = /^[\s]*[-\*•]\s/gm; - if (bulletPattern.test(text)) { - const items = text.split(/^[\s]*[-\*•]\s/gm).filter(item => item.trim().length > 0); - if (items.length > 1) { - const listItems = items.map(item => - `
  • ${item.trim()}
    • ` - ).join(''); + // Improved handling for different list formats + const numberedListPattern = /(\d+\.\s)/g; + + if (numberedListPattern.test(cleanText)) { + const items = cleanText.split(/\d+\.\s/).filter(item => item.trim().length > 0); - return `
      ${listItems}
    `; + if (items.length > 1) { + const listItems = items.map(item => + `
  • ${sanitizeHTML(item.trim())}
    • ` + ).join(''); + + return `
      ${listItems}
    `; + } } - } - - // Handle line breaks as lists - if (text.includes('\n')) { - const lines = text.split('\n').filter(line => line.trim().length > 0); - if (lines.length > 1) { - const listItems = lines.map(line => - `
  • ${line.trim()}
    • ` - ).join(''); + + // Handle bullet points + const bulletPattern = /^[\s]*[-\*•]\s/gm; + if (bulletPattern.test(cleanText)) { + const items = cleanText.split(/^[\s]*[-\*•]\s/gm).filter(item => item.trim().length > 0); - return `
      ${listItems}
    `; + if (items.length > 1) { + const listItems = items.map(item => + `
  • ${sanitizeHTML(item.trim())}
    • ` + ).join(''); + + return `
      ${listItems}
    `; + } } + + // Handle line breaks as lists + if (cleanText.includes('\n')) { + const lines = cleanText.split('\n').filter(line => line.trim().length > 0); + if (lines.length > 1) { + const listItems = lines.map(line => + `
  • ${sanitizeHTML(line.trim())}
    • ` + ).join(''); + + return `
      ${listItems}
    `; + } + } + + // Default paragraph formatting + return `

    ${sanitizeHTML(cleanText)}

    `; } - - // Default paragraph formatting - return `

    ${text}

    `; - } function renderBackgroundKnowledge(backgroundKnowledge) { if (!backgroundKnowledge || backgroundKnowledge.length === 0) { From 680a2c311d8bf119e73cfb3e962c966f12b00623 Mon Sep 17 00:00:00 2001 From: overcuriousity Date: Thu, 31 Jul 2025 21:43:05 +0200 Subject: [PATCH 04/10] progress --- .env.example | 37 +- data/embeddings.json | 203524 +++++++++++------------ src/components/AIQueryInterface.astro | 2032 +- src/pages/api/ai/query.ts | 106 +- src/styles/global.css | 124 + src/utils/aiPipeline.ts | 1019 +- src/utils/dataService.ts | 222 +- 7 files changed, 103853 insertions(+), 103211 deletions(-) diff --git a/.env.example b/.env.example index dfb7b46..95157ed 100644 --- a/.env.example +++ b/.env.example @@ -40,9 +40,40 @@ AI_EMBEDDINGS_BATCH_DELAY_MS=1000 AI_EMBEDDING_CANDIDATES=30 AI_SIMILARITY_THRESHOLD=0.3 -# === AI Processing Configuration === -AI_MAX_SELECTED_ITEMS=15 -AI_RATE_LIMIT_DELAY_MS=2000 +# Delay between micro-tasks to respect rate limits (milliseconds) +AI_MICRO_TASK_DELAY_MS=500 + +# Micro-task specific rate limiting (requests per minute per user) +AI_MICRO_TASK_RATE_LIMIT=30 + +# Maximum parallel micro-tasks (for future parallel processing) +AI_MAX_PARALLEL_TASKS=3 + +# Micro-task timeout settings (milliseconds) +AI_MICRO_TASK_TIMEOUT_MS=15000 + +# ENHANCED: Rate Limiting Configuration +# Main query rate limiting (reduced due to micro-tasks) +AI_RATE_LIMIT_DELAY_MS=3000 +AI_RATE_LIMIT_MAX_REQUESTS=8 + +# Smart prompting rate limiting +AI_SMART_PROMPTING_RATE_LIMIT=5 +AI_SMART_PROMPTING_WINDOW_MS=60000 + +# Queue management settings +AI_QUEUE_MAX_SIZE=50 +AI_QUEUE_CLEANUP_INTERVAL_MS=300000 + +# === Performance & Monitoring === +# Enable detailed micro-task logging +AI_MICRO_TASK_DEBUG=false + +# Enable performance metrics collection +AI_PERFORMANCE_METRICS=true + +# Cache settings for AI responses +AI_RESPONSE_CACHE_TTL_MS=3600000 # === Application Configuration === PUBLIC_BASE_URL=http://localhost:4321 diff --git a/data/embeddings.json b/data/embeddings.json index 78cf5a0..9d238d1 100644 --- a/data/embeddings.json +++ b/data/embeddings.json @@ -1,1037 +1,11584 @@ { - "version": "eyJ0b29scyI6W3sibmFtZSI6IkNvcnRl", - "lastUpdated": 1753980333773, + "version": "eyJ0b29scyI6W3sibmFtZSI6IkV4aWZU", + "lastUpdated": 1753989863105, "embeddings": [ { - "id": "tool_Cortex", + "id": "tool_ExifTool", "type": "tool", - "name": "Cortex", - "content": "cortex thehives analyzer-engine automatisiert observable-intelligence durch über 100 integrierte services von virustotal bis shodan. ein file-hash triggert parallel: av-scans, sandbox-detonation, yara-matching, reputation-checks in sekunden statt manueller stunden-arbeit. die plugin-architektur erweitert für custom-apis und interne threat-intelligence. besonders wertvoll: responder-actions ermöglichen automatische incident-response (block-ip, quarantine-host), taxonomy-integration kategorisiert threats nach misp- standards, job-history dokumentiert alle analysen für audit-trails. docker-deployment skaliert workers je nach load. rate-limiting verhindert api-quota-erschöpfung. die restful-api integriert in soar-playbooks. json-templates definieren analyzer-konfigurationen. community-analyzer erweitern für spezielle use-cases. nach thehive-übernahme durch strangebee wird cortex 3.x als open-source weiterentwickelt. standard-component moderner soc-automatisierung. automation threat-intel incident-response malware-analysis analysis", + "name": "ExifTool", + "content": "exiftool der universelle metadaten-extraktor liest und schreibt informationen in über 1200 dateiformaten - von jpeg-exif über pdf-metadata bis zu proprietären raw-formaten. findet versteckte schätze: gps-koordinaten in smartphone-fotos, autoren-informationen in office-dokumenten, änderungshistorien in pdfs, kamera-seriennummern in bildern. besonders wertvoll für osint und dokumenten-forensik. batch-processing für tausende dateien. timeline-erstellung aus datei-zeitstempeln. die -k option behält original-zeitstempel bei analyse. json/xml-export für programmatische weiterverarbeitung. unterstützt verschachtelte archive und eingebettete dokumente. die kommandozeile mag abschrecken, aber die mächtigkeit ist unübertroffen. gui-wrapper wie exiftoolgui erleichtern einsteigern den zugang. unverzichtbar für jede digitale ermittlung mit multimedia-bezug. command-line metadata-parser geolocation cross-platform triage system-metadata batch-processing timeline-creation json-export osint-tool document-forensics multimedia-analysis incident-response static-investigations fraud-investigation mobile-forensics examination analysis", "embedding": [ - -0.0238800048828125, - 0.0304107666015625, - 0.05694580078125, - 0.007694244384765625, - 0.0229949951171875, - 0.01910400390625, - 0.01264190673828125, - -0.0297088623046875, - -0.03253173828125, - 0.00543975830078125, - -0.01352691650390625, - 0.045989990234375, - -0.004467010498046875, - 0.006366729736328125, - 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oder exploits - ideal für legacy-geräte und byod-szenarien. nutzt adb (android debug bridge) für autorisierten zugriff. vorbereitung: usb-debugging aktivieren, adb-autorisierung, oem-spezifische tricks (samsung smart switch, lg mobile switch). extraktion: adb backup für app-daten, pull-befehle für zugängliche bereiche (/sdcard, /data/media), content provider queries für kontakte/sms. parsing: android backup extractor für .ab-files, sqlite-analyse der datenbanken, xml-auswertung der preferences. limitierungen: keine system-apps, verschlüsselte bereiche unzugänglich, neuere android-versionen (12+) stark eingeschränkt. spezial-techniken: downgrade-attacks, sideloading forensischer apps, screen-recording für ui-basierte extraktion. der sweet-spot: android 4-8 geräte mit schwachen sicherheitsmechanismen. dokumentation der berechtigungen und nutzer-autorisierung für gerichtsverwertbarkeit essentiell. command-line logical-copy mobile-app-data triage adb-based legacy-devices content-providers 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http-uploads oder ftp-transfers. expert-info identifiziert anomalien wie retransmissions, malformed packets oder protokoll-violations. die statistik-funktionen visualisieren conversations, io-graphs und protocol-hierarchien. export-objekte extrahiert übertragene dateien aus http, smb oder tftp. coloring-rules heben verdächtige pakete hervor. geoip-integration zeigt geografische verbindungsdaten. tls-decryption mit private keys oder sslkeylogfile. die lua- und c-plugin-api erlaubt custom-dissectors. unverzichtbar für malware-c2-analyse, data-exfiltration-erkennung und netzwerk-troubleshooting. gui protocol-decode packet-filtering pcap-capture cross-platform session-reconstruction display-filters follow-stream expert-info statistics coloring-rules tls-decryption incident-response malware-analysis network-forensics cloud-forensics ics-forensics fraud-investigation examination analysis", + "name": "VirusTotal", + "content": "virustotal googles malware-intelligence-plattform aggregiert erkennungen von 70+ antivirus-engines und sandboxes für sofortige threat-assessment. upload verdächtiger dateien, urls oder domains liefert umfassende reports: av-detections, behavioral-analysis, yara-matches, community-comments. besonders wertvoll: retro-hunt findet ähnliche samples in der milliarden-sample-datenbank, graph-view visualisiert malware-familien- beziehungen, crowdsourced-iocs von security-forschern weltweit. die premium-api ermöglicht bulk-searches und private scans. integration in alle major-security-tools durch offene apis. livehunt-service alertiert bei neuen samples matching custom yara-rules. vorsicht: public-uploads sind für alle sichtbar - keine vertraulichen samples! die kostenlose nutzung macht es zum standard-tool für initiale malware-triage. unverzichtbar für threat-intelligence und soc-analysten. sandbox av-scan malware-analysis examination", "embedding": [ - -0.02032470703125, - 0.0014066696166992188, - 0.04583740234375, - 0.027374267578125, - 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sata, sas, ide, usb, firewire. die raid-rekonstruktion arbeitet mit defekten arrays. besonders wertvoll: paralleles imaging mehrerer evidenzen, hardware- beschleunigte hashing, unterstützung exotischer formate. die touchscreen- konsole steuert imaging-vorgänge. field-kit-version für vor-ort-einsätze. integration mit ftk, encase, x-ways. die workstation-komponente analysiert während des imaging. der hohe preis macht es zur investition für high-volume-labs. der support durch digital intelligence ist erstklassig. die modulare bauweise erlaubt upgrades. für kleine teams overkill, für behörden-labs oft standard. die hardware-zuverlässigkeit rechtfertigt den premium-preis. gui commercial write-blocker physical-copy scenario:disk_imaging multithreaded hardware-solution hot-swap raid-recovery parallel-imaging touch-control lab-equipment static-investigations incident-response data-collection", + "embedding": [ + -0.01389312744140625, + 0.032928466796875, + 0.0333251953125, + 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portable-ioc-scanner bringt enterprise-level-threat-hunting auf jeden windows-endpoint ohne agent-installation. die python-basierte engine scannt file-hashes gegen nsrl-whitelist und custom-ioc-sets, yara-rules gegen memory und dateisystem, registry-keys nach malware- persistence, running-processes nach bekannten threats. besonders wertvoll: network-share-scanning durchsucht ganze domänen, false-positive-reduction durch whitelist-management, detailed-logging für compliance-audits. configuration-files steuern scan-intensität vs. performance. integration mit misp für ioc-updates. die executable-version läuft ohne python-installation. härtungs-checks validieren sicherheits- konfigurationen. sigma-rule-support für log-analysis. community- iocs halten threat-database aktuell. perfekt für rapid-response wenn vollständige edr-lösungen fehlen. standard-tool in vielen cert-incident-response-kits. der einstieg in professionelles threat-hunting ohne budget-hürden. ioc yara incident-response examination", + "name": "Kali Linux", + "content": "kali linux die legendäre penetration-testing-distribution dient forensikern als schweizer taschenmesser mit 600+ vorinstallierten security-tools. live-boot ermöglicht forensische untersuchungen ohne host-kontamination. forensics-mode deaktiviert auto-mount und netzwerk für saubere akquisition. die tool-kategorien decken alle phasen ab: imaging (dc3dd), carving (foremost), memory-analyse (volatility), netzwerk (wireshark), mobile (adb), krypto (hashcat). metapackages installieren tool-gruppen gezielt. die rolling-release-natur hält alles aktuell. arm-images für raspberry pi und mobile-forensik. nethunter bringt kali aufs smartphone. anpassbare iso-builds für spezialisierte teams. die dokumentation und community sind exzellent. vorsicht: viele tools sind offensiv - klare policies nötig! der standard für incident-response-teams weltweit. gui command-line cross-platform live-acquisition write-blocker opensource forensics-mode 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forensisch saubere ram-akquisition auf linux-systemen durch dynamisch ladbares kernel-modul. besonders wertvoll: zero-contamination durch minimalen footprint, network-streaming überträgt ram direkt an remote-analyst ohne lokale storage, format-options (raw, padded, elf) für verschiedene analysis-tools. die cross-compilation unterstützt embedded systems und iot-geräte. android-portierung ermöglicht mobile-memory-forensics. automatische kernel-symbol-resolution für volatility-profile-generation. die installation erfordert kernel-headers aber der build-prozess ist gut dokumentiert. tcp-dump-integration für simultane netzwerk-capture. besonders wichtig für container-forensik und cloud-incidents wo traditionelle tools versagen. der standard für linux-memory-acquisition in professionellen dfir-teams. ergänzt windows-tools wie winpmem für heterogene umgebungen. memory acquisition scenario:memory_dump incident-response mobile-forensics data-collection", + "embedding": [ + -0.0102996826171875, 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backdoors. besonders mächtig: diff-analysis vergleicht firmware-versionen und identifiziert security- patches, cve-matching findet bekannte vulnerabilities in embedded libraries, entropy-analysis lokalisiert verschlüsselte bereiche. die plugin-architektur ermöglicht custom-analyzer für proprietäre formate. yara-integration für malware-detection. collaboration-features für team-analysis. rest-api automatisiert bulk-submissions. die postgresql-backend speichert metadaten durchsuchbar. perfekt für router-hersteller, security-researcher und incident-response-teams die iot-compromises untersuchen. open-source aber enterprise-ready für kritische infrastruktur-assessments. firmware automation ics-forensics malware-analysis analysis", + "embedding": [ + -0.0006856918334960938, + 0.0310211181640625, + 0.03497314453125, + 0.0323486328125, + 0.028564453125, + 0.047454833984375, + 0.0223236083984375, + 0.0028247833251953125, + -0.03460693359375, + -0.0216522216796875, + -0.013519287109375, + 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wiederkehrende aufgaben. besonders wertvoll: ntfs-alternate-data-streams-support, mft-browser zeigt dateisystem-metadaten, die registry-viewer parst hives direkt. integration mit forensischen workstations über api. der specialist-license (499€) bietet erweiterte forensik-features, während die standard-version (38€) bereits beeindruckende capabilities liefert. die kompakte exe-datei (2mb) läuft ohne installation. besonders geschätzt: die präzise byte-level-kontrolle die bei komplexen datenrettungen entscheidend ist. der geheimtipp vieler forensiker für spezialfälle. hex-editor carving static-investigations examination", + "name": "Cortex", + "content": "cortex thehives analyzer-engine automatisiert observable-intelligence durch über 100 integrierte services von virustotal bis shodan. ein file-hash triggert parallel: av-scans, sandbox-detonation, yara-matching, reputation-checks in sekunden statt manueller stunden-arbeit. die plugin-architektur erweitert für custom-apis und interne threat-intelligence. besonders wertvoll: responder-actions ermöglichen automatische incident-response (block-ip, quarantine-host), taxonomy-integration kategorisiert threats nach misp- standards, job-history dokumentiert alle analysen für audit-trails. docker-deployment skaliert workers je nach load. rate-limiting verhindert api-quota-erschöpfung. die restful-api integriert in soar-playbooks. json-templates definieren analyzer-konfigurationen. community-analyzer erweitern für spezielle use-cases. nach thehive-übernahme durch strangebee wird cortex 3.x als open-source weiterentwickelt. standard-component moderner soc-automatisierung. automation threat-intel incident-response malware-analysis analysis", "embedding": [ - -0.0155181884765625, - 0.0233917236328125, - 0.01255035400390625, - -0.01540374755859375, - 0.032623291015625, - 0.0096435546875, - 0.007587432861328125, - 0.0285186767578125, - -0.01192474365234375, - -0.023040771484375, - -0.048614501953125, - 0.04266357421875, - 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bookmarks und plugins. mftecmd extrahiert ntfs-metadaten. timeline explorer visualisiert csv-output aller tools gemeinsam. kape orchestriert die tool-collection. besonders wertvoll: ständige updates für neue windows-versionen und cloud-artefakte wie onedrive. die kommandozeilen-tools ermöglichen batch-processing. kostenlos aber spenden erwünscht. die aktive community im discord teilt erfahrungen. dokumentation durch cheat-sheets und blog-posts. gui artifact-parser shellbags prefetch-viewer timeline jumplist registry-analysis mft-parser batch-processing cloud-artifacts community-driven free-tools scenario:windows-registry scenario:persistence incident-response static-investigations malware-analysis examination analysis", - "embedding": [ - -0.044464111328125, - 0.0189208984375, - 0.056549072265625, - -0.02008056640625, - 0.032958984375, - 0.02496337890625, - 0.00858306884765625, - 0.01413726806640625, - -0.0110626220703125, - 0.01111602783203125, - -0.039794921875, - 0.061614990234375, 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endpoint-telemetry-engine transformiert betriebssystem- zustand in sql-queries für forensische untersuchungen. das \"operating system as database\"-konzept ermöglicht abfragen wie \"select * from processes where name like '%malware%'\". über 200 tables exposieren system-internals: prozesse, netzwerkverbindungen, dateien, registry, scheduled-tasks. besonders mächtig für fleet-wide-hunting: eine query durchsucht tausende endpoints parallel. die event-framework publiziert changes in real-time. extensions erweitern für cloud-apis, yara-scanning, custom-tables. json-output integriert nahtlos in siems. distributed-queries über tls-verschlüsselte channels. der lightweight-agent (< 50mb ram) minimiert performance-impact. configuration- management via json/yaml. die active-community entwickelt ständig neue tables. basis für zahlreiche kommerzielle endpoint-security-produkte. unverzichtbar für moderne threat-hunting und incident-response at scale. endpoint sql incident-response examination", - 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anomalie-detection- logic. besonders wertvoll: connection-logs zeigen alle netzwerk-sessions, http/dns/tls-logs extrahieren metadaten, file-analysis erkennt übertragene malware automatisch. integration mit intelligence-frameworks für ioc- matching. cluster-deployment skaliert auf enterprise-netzwerke. die script-community teilt detectors für moderne threats: cobalt-strike- beacons, dns-tunneling, lateral-movement-patterns. real-time-streaming zu siems oder offline-analysis für incident-response. die lernkurve ist steil aber die analysemächtigkeit unübertroffen. basis für kommerzielle nsm-lösungen und akademische forschung. standard in security-teams die netzwerk-forensik ernst nehmen. nsm scripting network-forensics analysis", - "embedding": [ - -0.036895751953125, - 0.019195556640625, - 0.0188140869140625, - 0.006847381591796875, - 0.044708251953125, - 0.02850341796875, - 0.0180816650390625, - -0.01183319091796875, - -0.0164031982421875, - -0.01369476318359375, - -0.020782470703125, - 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perfekt in pipe-workflows. encoding-options (-e) für unicode-varianten essentiell bei modernen samples. minimum-length (-n) filtert rauschen. offset-anzeige (-o) für spätere hex-editor-analyse. besonders wertvoll: kombination mit grep für pattern-matching, sort/uniq für häufigkeitsanalyse, integration in automatisierte malware-triage. die einfachheit täuscht - erfahrene analysten extrahieren erstaunliche intelligence. perfekt für verschlüsselte/gepackte malware wenn strings im unpacking-stub verbleiben. output oft ausgangspunkt für yara-rules. das 5-minuten-tool das stunden detaillierter analyse spart. command-line string-search binary-decode triage cross-platform fast-scan unicode-support pattern-extraction malware-triage c2-discovery password-finding pipe-friendly incident-response malware-analysis static-investigations examination", - "embedding": [ - -0.01044464111328125, - 0.03948974609375, - 0.046905517578125, - -0.00412750244140625, - 0.0224609375, - 0.01090240478515625, - 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(kostenlos) bietet stadt-level-genauigkeit für die meisten ips weltweit. die kommerzielle geoip2 erhöht präzision und fügt isp/organisation-daten hinzu. besonders wertvoll: vpn/proxy-erkennung identifiziert verschleierte verbindungen, anonymous-ip-datenbank für tor/hosting-provider, accuracy- radius zeigt konfidenz. die wöchentlichen updates halten mit ip-allokationen schritt. apis für alle major-programmiersprachen ermöglichen integration in forensik-workflows. bulk-processing für log-analyse. die historischen datenbanken ermöglichen geolocation zum tatzeitpunkt. gdpr-konform durch verzicht auf tracking. der offline-modus schützt sensible ermittlungsdaten. integration in splunk, elk, und andere siems. die genauigkeit variiert nach region - europa/usa präziser als entwicklungsländer. standard für geo-attribution in der forensik. api geolocation data-enrichment cross-platform automation-ready offline-mode vpn-detection proxy-identification bulk-processing accuracy-metrics historical-data gdpr-compliant incident-response fraud-investigation network-forensics analysis", - "embedding": [ - -0.0246429443359375, - 0.04608154296875, - 0.05206298828125, - 0.0164947509765625, - 0.0157470703125, - 0.0252838134765625, - 0.02978515625, - -0.00540924072265625, - -0.017669677734375, - -0.00991058349609375, - -0.053131103515625, - 0.033203125, - 0.003643035888671875, - 0.00707244873046875, - -0.06170654296875, - 0.034698486328125, - -0.01338958740234375, - 0.00629425048828125, - 0.0191802978515625, - 0.017669677734375, - -0.00212860107421875, - 0.0006928443908691406, - -0.0276336669921875, - 0.024322509765625, - -0.01232147216796875, - 0.0003800392150878906, - -0.0164947509765625, - -0.06512451171875, - -0.033416748046875, - 0.00980377197265625, - 0.041778564453125, - -0.02978515625, - -0.0093231201171875, - 0.03857421875, - 0.0166015625, - -0.0164947509765625, - 0.01023101806640625, - -0.04412841796875, - -0.018218994140625, - 0.0289306640625, - 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netzwerk-troubleshooting und traffic-analysis. die bpf-filter-syntax (berkeley packet filter) ermöglicht chirurgisch präzise packet-selektion: \"host 192.168.1.1 and port 80\". besonders wertvoll: memory-effiziente capture auch bei high-speed-interfaces, ascii/hex-output für quick-analysis, timestamp-precision für timeline-correlation. ring-buffer-mode rotiert captures automatisch. die libpcap-basis macht captures kompatibel zu allen major-analysis-tools. remote-capture via ssh-tunneling für network-forensics. integration in scripts für automatisierte collection. besonders geschätzt: die stabilität auch bei defekten frames, minimaler cpu-overhead, verfügbar auf jedem unix-system ohne installation. der syntax mag archaisch wirken, aber die effizienz ist unübertroffen. basis-skill für jeden netzwerk-forensiker und oft einziges tool in restricted environments. pcap cli network-forensics data-collection", - "embedding": [ - -0.0255584716796875, - 0.0005240440368652344, - 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security os die privacy-fokussierte alternative zu kali linux mit eingebautem anonymisierungs-framework. anonsurf routet traffic durch tor für verdeckte ermittlungen. forensik-tools treffen auf pentesting-arsenal in datenschutzfreundlicher umgebung. rolling-release hält 600+ tools aktuell ohne neuinstallation. der ressourcenschonende mate-desktop läuft flüssig auf älteren laptops. besonders wertvoll: eingebaute kryptographie-tools, sichere kommunikations-apps, sandbox für malware. die forensik-edition fokussiert auf incident-response. docker-support für tool-isolation. arm-versionen für raspberry pi und mobile-forensik. die italienische entwicklung bringt europäische datenschutz-werte. mehrere desktop-umgebungen wählbar. live-boot mit persistence für feldarbeit. der apparmor-schutz härtet gegen exploits. community kleiner aber engagierter als kali. perfekt für ermittler die privatsphäre und sicherheit priorisieren. gui command-line live-acquisition encrypted-traffic secure-sharing anonymous-analysis privacy-focused tor-integration rolling-release lightweight arm-support docker-ready incident-response static-investigations malware-analysis network-forensics", - "embedding": [ - -0.035400390625, - -0.004650115966796875, - 0.0587158203125, - -0.0007729530334472656, - 0.0193023681640625, - 0.028350830078125, - 0.014984130859375, - -0.004978179931640625, - -0.01337432861328125, - -0.00673675537109375, - -0.0297698974609375, - 0.053497314453125, - -0.023223876953125, - -0.016082763671875, - -0.0599365234375, - 0.03802490234375, - -0.0141754150390625, - 0.00432586669921875, - 0.00417327880859375, 0.007694244384765625, - 0.00040221214294433594, - -0.01197052001953125, - -0.06597900390625, - 0.00885009765625, - -0.0026531219482421875, - 0.00630950927734375, - -0.0247344970703125, - -0.07080078125, - -0.00623321533203125, - -0.01251983642578125, - -0.006587982177734375, - -0.00475311279296875, - 0.002338409423828125, - 0.042449951171875, - -0.006786346435546875, - 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"live-acquisition", - "encrypted-traffic", - "secure-sharing", - "anonymous-analysis", - "privacy-focused", - "tor-integration", - "rolling-release", - "lightweight", - "arm-support", - "docker-ready" - ], - "skillLevel": "intermediate", - "type": "tool" - } - }, - { - "id": "tool_Rapid_Incident_Response_Triage_on_macOS", - "type": "tool", - "name": "Rapid Incident Response Triage on macOS", - "content": "rapid incident response triage on macos spezialisierte methodik für schnelle forensische triage auf macos-systemen optimiert für enterprise-incident-response. priorisiert flüchtige artefakte und kritische indicators of compromise (iocs) für entscheidungen in unter 60 minuten. sammlung ohne full-disk-imaging: prozesslisten, netzwerk- verbindungen, launchagents/daemons, quarantine-events, tcc-datenbank. besondere macos-artefakte: unified logs, fsevents, spotlight-metadaten, xprotect-detections. tools wie aftermath oder osquery automatisieren datensammlung. die methodik adressiert macos-spezifische herausforderungen: sip, gatekeeper, code-signing-verifizierung. timeline-erstellung aus asl/uls für ereigniskorrelation. besonders wertvoll für mdm-verwaltete flotten mit hunderten macs. die dokumentation für remote-collection via ssh/ard. post-triage-entscheidung: full-forensics oder neuinstallation. anpassbar für verschiedene bedrohungsszenarien von malware bis insider-threats. triage fast-scan apfs selective-imaging macos-artifacts unified-logs launch-agents quarantine-events remote-collection mdm-compatible timeline-focused sip-aware incident-response static-investigations malware-analysis data-collection examination", - "embedding": [ - -0.0200042724609375, - 0.038177490234375, - 0.06146240234375, - 0.00133514404296875, - 0.0294647216796875, - 0.0167236328125, - 0.0164642333984375, - -0.030181884765625, - -0.0341796875, - 0.0194549560546875, - -0.01036834716796875, - 0.058929443359375, - 0.002193450927734375, - -0.0189971923828125, - -0.04254150390625, - 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"metadata": { - "domains": [ - "incident-response", - "static-investigations", - "malware-analysis", - "fraud-investigation" - ], - "phases": [ - "data-collection", - "examination" - ], - "tags": [ - "web-interface", - "remote-collection", - "distributed", - "api", - "cross-platform", - "triage", - "flow-architecture", - "hunt-feature", - "approval-workflow", - "bigquery-export", - "yara-scanning", - "timeline-generation" - ], - "skillLevel": "advanced", - "type": "tool" - } - }, - { - "id": "tool_EnCase", - "type": "tool", - "name": "EnCase", - "content": "encase der veteran der digitalen forensik seit 1997 - in vielen behörden noch immer verwendet. enscript-programmierung ermöglicht komplexe automatisierungen die andere tools nicht bieten. die gerichtserfahrung ist unübertroffen - tausende erfolgreiche verfahren weltweit. version 21 modernisiert die alternde architektur mit cloud-forensik und mobile-support. besonders stark: evidence-processor für batch-verarbeitung, umfangreiche dateisystem-unterstützung, integrierte hex-ansicht. die ence-zertifizierung öffnet karrieretüren. physical-analyzer-modul für smartphones konkurriert mit cellebrite. die case-management-features skalieren auf großverfahren. nachteile: hohe kosten (20.000€+), steile lernkurve, performance-probleme bei großen images. opentext-übernahme bringt unsicherheit. der dongle-schutz nervt im feldeinsatz. viele wechseln zu moderneren alternativen, aber für enscript-power-user noch immer unverzichtbar. das prestige-tool das langsam seine krone verliert. gui commercial scripting court-admissible case-management dongle-license enscript evidence-processor batch-capable certification-path legacy-standard enterprise-scale static-investigations incident-response mobile-forensics data-collection examination analysis reporting", - "embedding": [ - -0.020782470703125, - 0.03564453125, - 0.00841522216796875, - -0.007350921630859375, - 0.041717529296875, - 0.0399169921875, - 0.024139404296875, - 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reporting in einer integrierten suite für end-to-end-forensik. axiom process sammelt artefakte von über 300 datenquellen: computers, mobile devices, cloud services, iot-geräte. die ki-gestützte artifact- categorization klassifiziert automatisch verdächtige inhalte und reduziert manuelle review-zeit drastisch. besonders wertvoll: internet evidence finder (ief) engine extrahiert web-artefakte aus allen major-browsern, magnet.ai beschleunigt csam-detection, connections-view visualisiert kommunikations-patterns zwischen personen. cloud-forensics-module greifen auf google, microsoft, apple-accounts zu. die parallel-processing-engine analysiert terabytes in stunden statt tagen. advanced-carving rekonstruiert gelöschte multimedia-dateien. timeline-engine korreliert events über alle evidenzen. report-templates generieren gerichtsfeste dokumentation. integration mit axiom cyber für endpoint-response. eine etablierte software für high-volume-ermittlungen mit budget für enterprise-lizenzen. gui 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"type": "tool" } }, { - "id": "tool_Thumbcache_Viewer", + "id": "tool_Aftermath", "type": "tool", - "name": "Thumbcache Viewer", - "content": "thumbcache viewer windows speichert miniaturansichten aller betrachteten bilder in versteckten thumbcache_*.db dateien - ein goldschatz für forensiker. das tool extrahiert diese thumbnails inklusive exif-zeitstempel, selbst wenn originalbilder längst gelöscht sind. beweist unwiderlegbar, dass bilder auf dem system vorhanden waren. besonders wertvoll bei csam-ermittlungen und datendiebstahl. die verschiedenen auflösungen (32, 96, 256, 1024) zeigen detailgrade. timestamp-analyse rekonstruiert betrachtungszeitpunkte. export als einzelne bilder oder html-report. die gui macht es auch für nicht-technische ermittler zugänglich. unterstützt windows vista bis 11. der batch-mode verarbeitet mehrere thumbcache-dateien. hash-matching gegen bekannte csam-datenbanken möglich. integration mit timeline-tools über csv-export. die kostenlose lizenz demokratisiert wichtige forensik-fähigkeiten. oft der entscheidende beweis in kinderschutz-fällen. gui deleted-file-recovery metadata-parser triage system-metadata thumbnail-analysis exif-extraction csam-investigation timeline-creation batch-processing html-reporting hash-export static-investigations fraud-investigation incident-response examination analysis", + "name": "Aftermath", + "content": "aftermath jamfs open-source-juwel für macos-forensik sammelt systematisch artefakte ohne full-system-image. optimiert für incident-response mit minimalem system-impact. extrahiert kritische daten: laufende prozesse, netzwerk- verbindungen, installierte software, persistence-mechanismen. besonders wertvoll: unified-log-parser für system-events, browser-artefakte aller major-browser, quick-look-thumbnails, fsevents für dateiaktivitäten. die modulare architektur erlaubt selektive sammlung. output in strukturierten json/csv für einfache analyse. zeitstempel-normalisierung für timeline-erstellung. unterstützt moderne macos-security-features: tcc-permissions, code-signing-status, xprotect-matches. die remote- collection via mdm/ssh skaliert auf unternehmensflotten. besonders clever: sammlung von cloud-synchronisations-artefakten (icloud, dropbox). regelmäßige updates für neue macos-versionen. die alternative zu teuren kommerziellen mac-forensik-suiten. command-line triage system-metadata apfs time-normalization structured-output unified-log-parser browser-artifacts persistence-checks tcc-analysis remote-capable json-export incident-response static-investigations malware-analysis data-collection examination", "embedding": [ - -0.030487060546875, - 0.035247802734375, - 0.026702880859375, - -0.0264892578125, - 0.0318603515625, - 0.02789306640625, - 0.01702880859375, - 0.0302886962890625, - 0.006923675537109375, - -0.0340576171875, - -0.046630859375, - 0.032470703125, - -0.0045318603515625, - 0.006175994873046875, - -0.0697021484375, + -0.0079498291015625, + 0.040130615234375, 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- "id": "tool_FRED", - "type": "tool", - "name": "FRED", - "content": "fred forensic recovery of evidence device - die high-end-hardware-lösung für professionelle forensik-labore. kombiniert workstation, imager und write-blocker in einem system. die ultrabay-technologie ermöglicht hot-swap von bis zu 8 laufwerken gleichzeitig. eingebaute hardware- write-blocker für alle gängigen interfaces: sata, sas, ide, usb, firewire. die raid-rekonstruktion arbeitet mit defekten arrays. besonders wertvoll: paralleles imaging mehrerer evidenzen, hardware- beschleunigte hashing, unterstützung exotischer formate. die touchscreen- konsole steuert imaging-vorgänge. field-kit-version für vor-ort-einsätze. integration mit ftk, encase, x-ways. die workstation-komponente analysiert während des imaging. der hohe preis macht es zur investition für high-volume-labs. der support durch digital intelligence ist erstklassig. die modulare bauweise erlaubt upgrades. für kleine teams overkill, für behörden-labs oft standard. die hardware-zuverlässigkeit rechtfertigt den premium-preis. gui commercial write-blocker physical-copy scenario:disk_imaging multithreaded hardware-solution hot-swap raid-recovery parallel-imaging touch-control lab-equipment static-investigations incident-response data-collection", - "embedding": [ - -0.01389312744140625, - 0.032928466796875, - 0.0333251953125, - -0.0010042190551757812, - 0.031951904296875, - 0.045440673828125, - 0.018951416015625, - -0.0017118453979492188, - 0.000911712646484375, - -0.0093231201171875, - -0.033538818359375, - 0.06549072265625, - 0.01071929931640625, - -0.006500244140625, - -0.053192138671875, - 0.0203399658203125, - -0.012451171875, - -0.0035724639892578125, - 0.004611968994140625, - 0.0293731689453125, - -0.00689697265625, - -0.0202484130859375, - -0.0599365234375, - -0.0052337646484375, - -0.012451171875, - 0.012451171875, - -0.0222320556640625, - -0.054779052734375, - -0.022918701171875, - 0.00024187564849853516, - 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"static-investigations", - "incident-response" - ], - "phases": [ - "data-collection" - ], - "tags": [ - "gui", - "commercial", - "write-blocker", - "physical-copy", - "scenario:disk_imaging", - "multithreaded", - "hardware-solution", - "hot-swap", - "raid-recovery", - "parallel-imaging", - "touch-control", - "lab-equipment" - ], - "skillLevel": "intermediate", - "type": "tool" - } - }, - { - "id": "tool_FTK_Imager", - "type": "tool", - "name": "FTK Imager", - "content": "ftk imager der klassiker für windows-basierte disk-akquisition erstellt gerichtsfeste images mit bewährter zuverlässigkeit. unterstützt raw, smart, e01 und aff formate mit kompression und verschlüsselung. die gui führt durch den imaging-prozess mit hash-verifizierung (md5/sha1). preview-mode ermöglicht triage ohne full-image. memory-capture für live-ram-akquisition. mount als read-only für sichere analyse. die kostenlose version deckt standard-aufgaben ab, limitiert aber bei erweiterten features. besonders geschätzt: 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Procedure", - "content": "live memory acquisition procedure die forensisch korrekte sicherung des arbeitsspeichers laufender systeme erfordert systematisches vorgehen zur minimierung der artefakt-kontamination. kritische entscheidung: priorisierung flüchtiger beweise vs. system-stabilität. tool-auswahl nach os: winpmem (windows), lime (linux), osxpmem (macos). vorbereitung: tool auf externem medium, admin-rechte sichern, ziel-storage mit ausreichend platz. durchführung: dokumentation des system-zustands, tool-ausführung mit minimalen befehlen, hash-generierung sofort. besondere herausforderungen: kernel-schutz-mechanismen (patchguard, secure boot), anti-forensik-malware, virtualisierte umgebungen. die ersten sekunden kontaminieren unweigerlich - transparenz in der dokumentation essentiell. post-akquisition: volatility-profil erstellen, timeline der sammlung, vergleich mit disk-artefakten. der unterschied zwischen verwertbaren und wertlosen memory-dumps liegt oft in der methodik. 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"type": "tool" } }, + { + "id": "tool_Android_Backup_Extractor", + "type": "tool", + "name": "Android Backup Extractor", + "content": "android backup extractor das bewährte kommandozeilen‑werkzeug zum entpacken und packen von android‑backups (.ab) aus »adb backup« – inklusive entschlüsselung passwort­geschützter archive dank integrierter aes‑routinen. ideal für die extraktion forensisch relevanter app‑daten ohne root‑zugriff und damit ein must‑have für mobile‑analysen. :contentreference[oaicite:0]{index=0} commandline backup encryption artifact-extraction android scenario:file_recovery mobile-forensics static-investigations examination analysis", + "embedding": [ + 0.0143280029296875, + 0.008697509765625, + 0.01348876953125, + -0.00018095970153808594, + 0.01971435546875, + 0.0202789306640625, + 0.034423828125, + 0.000033974647521972656, + -0.01209259033203125, + -0.00534820556640625, + -0.00423431396484375, + 0.08074951171875, + 0.0104217529296875, + 0.0067901611328125, + 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für forensische integrität. besonders stark: recovery von fat/ntfs/ext-systemen, rettung von sd-karten und usb-sticks, funktioniert bei beschädigten dateisystemen. die brute-force-methode findet dateien die andere tools übersehen. konfigurierbare signaturen für spezielle formate. der paranoid-mode prüft jeden sektor. besonders wertvoll für multimedia-recovery bei kinderpornografie-fällen. die text-ui wirkt antiquiert, aber die effektivität ist unübertroffen. batch-mode für automatisierte recovery. die freie lizenz und cross-platform-support machen es zum standard-tool weltweit. oft letzte hoffnung wenn kommerzielle tools versagen. gui file-carving deleted-file-recovery scenario:file_recovery signature-analysis cross-platform filesystem-agnostic multimedia-recovery partition-recovery read-only-mode batch-capable custom-signatures incident-response static-investigations fraud-investigation examination", + "embedding": [ + -0.007053375244140625, + -0.004638671875, + 0.01495361328125, + 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ein spezialist: shellbags explorer zeigt ordner-zugriffe, pecmd parst prefetch für programm-ausführungen, amcacheparser findet programm- installationen, jumplistexplorer enthüllt recent documents. registry explorer mit bookmarks und plugins. mftecmd extrahiert ntfs-metadaten. timeline explorer visualisiert csv-output aller tools gemeinsam. kape orchestriert die tool-collection. besonders wertvoll: ständige updates für neue windows-versionen und cloud-artefakte wie onedrive. die kommandozeilen-tools ermöglichen batch-processing. kostenlos aber spenden erwünscht. die aktive community im discord teilt erfahrungen. dokumentation durch cheat-sheets und blog-posts. gui artifact-parser shellbags prefetch-viewer timeline jumplist registry-analysis mft-parser batch-processing cloud-artifacts community-driven free-tools scenario:windows-registry scenario:persistence incident-response static-investigations malware-analysis examination analysis", + "embedding": [ + -0.044464111328125, + 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"scenario:persistence" + ], + "skillLevel": "intermediate", + "type": "tool" + } + }, { "id": "tool_Impacket", "type": "tool", @@ -35890,1047 +39046,23152 @@ } }, { - "id": "tool_hashcat", + "id": "tool_RegRipper", "type": "tool", - "name": "hashcat", - "content": "hashcat höchstperformanter passwort‑recovery‑accelerator, der cpus, gpus, fpgas und sogar asics parallel nutzen kann. unterstützt über 300 hash‑formate (u.a. bcrypt, ntlm, kerberos, wpa‑pmkid) und besitzt flexible angriffsmodi (dictionary, mask, hybrid, rule‑based). dank opencl‑backend skaliert hashcat von laptop‑gpu bis zu verteilten clustern – unverzichtbar für credential‑audits und incident‑response. password-recovery gpu-acceleration cracking scenario:credential_theft incident-response fraud-investigation analysis", + "name": "RegRipper", + "content": "regripper harlan carveys registry-analyse-framework revolutioniert windows-forensik durch plugin-basierte automatisierung. über 300 plugins extrahieren spezifische artefakte aus registry-hives: usb-historie, installierte software, user-aktivitäten, malware-spuren. die perl-basierte architektur ermöglicht einfache plugin-entwicklung für neue artefakte. besonders wertvoll: timeline-plugins für zeitbasierte analyse, regripper-reports im strukturierten format, automatische korrelation zwischen hives. profile-system gruppiert plugins nach untersuchungstyp (malware, user- activity, network). die community teilt ständig neue plugins für aktuelle bedrohungen. integration mit anderen tools über csv-export. besonders stark bei apt-investigations: services-analyse, run-keys, scheduled-tasks. die plugin-dokumentation erklärt forensische relevanz jedes artefakts. version 3.0 modernisiert für aktuelle windows-versionen. der time-saver für registry-deep-dives - was manuell stunden dauert, erledigt regripper in minuten. command-line registry-hives plugin-support scenario:windows-registry usb-history artifact-parser timeline-analysis malware-detection 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router-backdoor-suche und ip-kameras-forensik. 3d-entropy-plots mit -e. hexdump-integration für manuelle inspektion. die plugin-architektur ermöglicht erweiterungen. oft der erste schritt bei hardware-forensik. kombiniert mit qemu für firmware-emulation. die false-positive-rate kann hoch sein, aber die alternative ist manuelles hex-editing. essential für jeden, der mit embedded devices arbeitet. command-line firmware-extraction signature-analysis file-carving entropy-check binary-decode iot-forensics embedded-analysis custom-signatures hexdump-view plugin-support 3d-entropy malware-analysis ics-forensics static-investigations examination analysis", + "embedding": [ + -0.006549835205078125, + 0.023834228515625, + 0.0209808349609375, + 0.0110626220703125, + 0.03076171875, + 0.036651611328125, + 0.0182342529296875, + -0.0016613006591796875, + -0.0230712890625, + -0.0192718505859375, + -0.039886474609375, + 0.0823974609375, + 0.00968170166015625, + 0.003204345703125, + -0.052398681640625, 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smartphones (huawei, xiaomi) und speziellen hardware-typen. der drone-module extrahiert flugdaten von dji und parrot. xry camera identifiziert geräte aus bildern. die analyze-software visualisiert kommunikationsmuster und bewegungs- profile. xamn-elements für link-analyse zwischen mehreren geräten. cloud-extraction für 30+ services. die pin-code-breaker-hardware knackt 4-6 stellige codes. training und zertifizierung inklusive. preislich mit cellebrite vergleichbar (15.000€+) aber mit transparenterer verkaufspolitik. updates alle 6-8 wochen für neue apps. eu-basierte alternative zu us-amerikanischen lösungen. gui commercial mobile-app-data physical-copy decryption court-admissible drone-forensics chinese-phones pin-cracking cloud-extraction link-analysis eu-based mobile-forensics static-investigations fraud-investigation data-collection examination analysis", + "embedding": [ + 0.0089874267578125, + 0.030853271484375, + 0.0281982421875, + 0.00841522216796875, + 0.0504150390625, + 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{ + "domains": [ + "incident-response", + "static-investigations", + "mobile-forensics", + "fraud-investigation" + ], + "phases": [ + "examination", + "analysis" + ], + "tags": [ + "command-line", + "mobile-app-data", + "artifact-parser", + "timeline", + "html-export", + "sqlite-viewer", + "protobuf-parser", + "whatsapp-analysis", + "google-artifacts", + "battery-stats", + "well-being-data", + "cross-platform" + ], + "skillLevel": "intermediate", + "type": "tool" + } + }, + { + "id": "tool_NetworkMiner", + "type": "tool", + "name": "NetworkMiner", + "content": "networkminer der forensische netzwerk-analyzer extrahiert artefakte aus pcap-dateien mit fokus auf inhalts-rekonstruktion statt paket-details. automatische extraktion von dateien (bilder, dokumente, executables) aus http, ftp, tftp und smb-traffic. credentials-harvesting findet passwörter in klartext- protokollen. host-inventar mit os-fingerprinting, offenen ports und services. dns-resolution-timeline zeigt domain-lookups. keyword-search über alle extrahierten inhalte. die professional-version bietet geo-ip-lokalisierung, voip-rekonstruktion und kommandozeilen-scripting. besonders wertvoll: frame-reassembly auch bei packet-loss. export zu csv/xml für weitere analyse. die intuitive gui macht es zugänglich für nicht-netzwerk-spezialisten. limitiert bei verschlüsseltem traffic, glänzt bei klartext-protokollen und malware-c2-analyse. gui file-reconstruction pcap-capture session-reconstruction dns-resolution triage credential-extraction os-fingerprinting keyword-search artifact-extraction cleartext-protocols frame-reassembly incident-response static-investigations malware-analysis network-forensics examination analysis", + "embedding": [ + -0.01593017578125, + 0.01442718505859375, + 0.028106689453125, + 0.01021575927734375, + 0.03973388671875, + 0.01629638671875, + 0.0066070556640625, + -0.00604248046875, + -0.0204315185546875, + -0.030731201171875, + -0.04833984375, + 0.049835205078125, + 0.0194854736328125, 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dedizierte hardware-box die iphones durch zero-day-exploits entsperrt. die lightning-kabel-verbindung umgeht apples usb-restricted-mode und secure-enclave-schutz. zwei varianten: graykey-on-premises für lokale nutzung, graykey-connected mit cloud- updates für neueste exploits. unterstützt ios 7-17 mit wechselnder geräte-coverage je nach verfügbaren exploits. die brute-force-engine knackt 4-6 stellige pins in stunden bis tagen. besonders wertvoll: partial-extraction auch bei verschlüsselten geräten, afu/bfu-state- analysis, keychain-decryption. der preis (30.000€+) und ethische bedenken limitieren auf strafverfolgung. regelmäßige exploits werden durch ios-updates zunichte gemacht - ein katz-und-maus-spiel zwischen apple und grayshift. standard-tool in us-polizei-departments trotz rechtlicher und ethischer kontroversen um überwachungstechnologie. ios-unlocking zero-day-exploits hardware-solution brute-force keychain-extraction law-enforcement mobile-forensics data-collection", + 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"domains": [ + "network-forensics", + "incident-response" + ], + "phases": [ + "data-collection", + "analysis" + ], + "tags": [ + "commandline", + "wireless", + "packet-capture", + "injection", "cracking", "scenario:credential_theft" ], @@ -36939,1035 +62200,6277 @@ } }, { - "id": "tool_Kali_Linux", + "id": "tool_OnlyOffice", "type": "tool", - "name": "Kali Linux", - "content": "kali linux die legendäre penetration-testing-distribution dient forensikern als schweizer taschenmesser mit 600+ vorinstallierten security-tools. live-boot ermöglicht forensische untersuchungen ohne host-kontamination. forensics-mode deaktiviert auto-mount und netzwerk für saubere akquisition. die tool-kategorien decken alle phasen ab: imaging (dc3dd), carving (foremost), memory-analyse (volatility), netzwerk (wireshark), mobile (adb), krypto (hashcat). metapackages installieren tool-gruppen gezielt. die rolling-release-natur hält alles aktuell. arm-images für raspberry pi und mobile-forensik. nethunter bringt kali aufs smartphone. anpassbare iso-builds für spezialisierte teams. die dokumentation und community sind exzellent. vorsicht: viele tools sind offensiv - klare policies nötig! der standard für incident-response-teams weltweit. gui command-line cross-platform live-acquisition write-blocker opensource forensics-mode tool-collection arm-support nethunter custom-builds rolling-release incident-response static-investigations malware-analysis fraud-investigation network-forensics mobile-forensics cloud-forensics ics-forensics", + "name": "OnlyOffice", + "content": "onlyoffice die kollaborationsfokussierte office-suite kombiniert microsoft-office- kompatibilität mit open-source-flexibilität für forensische team-arbeit. real-time-co-editing ermöglicht simultane report-erstellung durch mehrere ermittler. besonders wertvoll: version-history dokumentiert alle änderungen für audit-trails, comment-system koordiniert review-prozesse, pdf-forms für strukturierte evidence-collection. die plugin-architecture integriert mit nextcloud, owncloud für sichere file-sharing. macro-support (mit sicherheits-sandboxing) automatisiert repetitive analysen. advanced-mail-merge für bulk-correspondence. mathematical- formulas in spreadsheets für statistical-analysis. die self-hosted- deployment-option hält sensitive ermittlungsdaten in-house. enterprise-features: sso-integration, ldap-authentication, custom- branding für behördliche anforderungen. mobile-apps ermöglichen field-documentation. deutlich günstiger als microsoft-lizenzen bei vergleichbarer funktionalität. perfekte balance zwischen features und datenschutz für professionelle forensik-teams. office collaboration collaboration-general reporting", "embedding": [ - -0.035980224609375, - 0.01071929931640625, - 0.045166015625, - 0.00982666015625, - 0.0263519287109375, - 0.043914794921875, - 0.0192413330078125, - -0.01244354248046875, - -0.0269775390625, - 0.001483917236328125, - -0.036590576171875, - 0.0294952392578125, - 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präzise packet-selektion: \"host 192.168.1.1 and port 80\". besonders wertvoll: memory-effiziente capture auch bei high-speed-interfaces, ascii/hex-output für quick-analysis, timestamp-precision für timeline-correlation. ring-buffer-mode rotiert captures automatisch. die libpcap-basis macht captures kompatibel zu allen major-analysis-tools. remote-capture via ssh-tunneling für network-forensics. integration in scripts für automatisierte collection. besonders geschätzt: die stabilität auch bei defekten frames, minimaler cpu-overhead, verfügbar auf jedem unix-system ohne installation. der syntax mag archaisch wirken, aber die effizienz ist unübertroffen. basis-skill für jeden netzwerk-forensiker und oft einziges tool in restricted environments. pcap cli network-forensics data-collection", + "embedding": [ + -0.0255584716796875, + 0.0005240440368652344, + 0.01384735107421875, + 0.021270751953125, + 0.0577392578125, + 0.01102447509765625, + 0.000545501708984375, + -0.00970458984375, + 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komplexe log-dateien in aussagekräftige visualisierungen. power pivot verarbeitet millionen datensätze für big-data-forensik. die kollaborations-features ermöglichen echtzeit-teamarbeit an ermittlungen. besonders wertvoll: cloud-storage für große beweis-sammlungen, version-history für audit-trails, advanced ediscovery für compliance. teams integriert sichere kommunikation. der compliance-manager dokumentiert datenschutz-konform. onenote sammelt notizen und screenshots strukturiert. die ki-features in editor verbessern report-qualität. makros automatisieren routine-analysen. die mobile-apps ermöglichen feld-dokumentation. power automate verbindet mit forensik-tools. der industriestandard hat seinen preis, aber die integration und support sind unübertroffen. vorsicht: cloud-storage kann datenschutz-problematisch sein für sensible ermittlungen. gui web-interface commercial collaboration visualization cloud-artifacts power-query ediscovery version-control team-integration mobile-apps 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"domains": [ @@ -37980,25 +68483,4258 @@ "cloud-forensics", "ics-forensics" ], - "phases": [], + "phases": [ + "examination", + "analysis", + "reporting" + ], "tags": [ "gui", - "command-line", + "web-interface", + "commercial", + "collaboration", + "visualization", + "cloud-artifacts", + "power-query", + "ediscovery", + "version-control", + "team-integration", + "mobile-apps", + "automation-capable" + ], + "skillLevel": "novice", + "type": "tool" + } + }, + { + "id": "tool_Wireshark", + "type": "tool", + "name": "Wireshark", + "content": "wireshark der unangefochtene könig der netzwerk-protokoll-analyse dekodiert die meisten netzwerkprotokolle von ethernet bis zu exotischen ics-protokollen. display-filter mit mächtiger syntax ermöglichen chirurgisch präzise paket-selektion. follow-stream rekonstruiert komplette tcp-sessions, http-uploads oder ftp-transfers. expert-info identifiziert anomalien wie retransmissions, malformed packets oder protokoll-violations. die statistik-funktionen 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pivot verarbeitet millionen datensätze für big-data-forensik. die kollaborations-features ermöglichen echtzeit-teamarbeit an ermittlungen. besonders wertvoll: cloud-storage für große beweis-sammlungen, version-history für audit-trails, advanced ediscovery für compliance. teams integriert sichere kommunikation. der compliance-manager dokumentiert datenschutz-konform. onenote sammelt notizen und screenshots strukturiert. die ki-features in editor verbessern report-qualität. makros automatisieren routine-analysen. die mobile-apps ermöglichen feld-dokumentation. power automate verbindet mit forensik-tools. der industriestandard hat seinen preis, aber die integration und support sind unübertroffen. vorsicht: cloud-storage kann datenschutz-problematisch sein für sensible ermittlungen. gui web-interface commercial collaboration visualization cloud-artifacts power-query ediscovery version-control team-integration mobile-apps automation-capable incident-response static-investigations malware-analysis fraud-investigation network-forensics mobile-forensics cloud-forensics ics-forensics examination analysis reporting", + "name": "Parrot Security OS", + "content": "parrot security os die privacy-fokussierte alternative zu kali linux mit eingebautem anonymisierungs-framework. anonsurf routet traffic durch tor für verdeckte ermittlungen. forensik-tools treffen auf pentesting-arsenal in datenschutzfreundlicher umgebung. rolling-release hält 600+ tools aktuell ohne neuinstallation. der ressourcenschonende mate-desktop läuft flüssig auf älteren laptops. besonders wertvoll: eingebaute kryptographie-tools, sichere kommunikations-apps, sandbox für malware. die forensik-edition fokussiert auf incident-response. docker-support für tool-isolation. arm-versionen für raspberry pi und mobile-forensik. die italienische entwicklung bringt europäische datenschutz-werte. mehrere desktop-umgebungen wählbar. live-boot mit persistence für feldarbeit. der apparmor-schutz härtet gegen exploits. community kleiner aber engagierter als kali. perfekt für ermittler die privatsphäre und sicherheit priorisieren. gui command-line live-acquisition encrypted-traffic secure-sharing anonymous-analysis privacy-focused tor-integration rolling-release lightweight arm-support docker-ready incident-response static-investigations malware-analysis network-forensics", "embedding": [ - -0.0113067626953125, - 0.041046142578125, - 0.05047607421875, - 0.00630950927734375, - 0.032135009765625, - 0.0294189453125, - 0.0350341796875, - 0.01398468017578125, - -0.0107574462890625, - 0.0229644775390625, - -0.05230712890625, - 0.0364990234375, - 0.0006413459777832031, - -0.0012598037719726562, - -0.060638427734375, - 0.04412841796875, - -0.0194244384765625, - 0.0276031494140625, - 0.0308685302734375, - -0.0159759521484375, - -0.0169830322265625, - -0.00569915771484375, - -0.048309326171875, - 0.0025768280029296875, - -0.0007147789001464844, - 0.041961669921875, - -0.018798828125, - 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}, - { - "id": "tool_KAPE", - "type": "tool", - "name": "KAPE", - "content": "kape kroll artifact parser and extractor revolutioniert windows-forensik durch intelligente ziel-basierte sammlung. statt full-disk-images extrahiert kape gezielt kritische artefakte: registry-hives, event-logs, prefetch, browser- daten, scheduled-tasks in minuten statt stunden. die target-files definieren was gesammelt wird, module-files wie es verarbeitet wird. besonders clever: compound-targets gruppieren zusammengehörige artefakte (z.b. \"browser\" sammelt chrome+firefox+edge), die gkape-gui macht es auch für nicht-techniker zugänglich. batch-mode verarbeitet mehrere images parallel. output direkt kompatibel zu timeline-tools wie plaso. die ständigen community-updates halten mit windows-entwicklungen schritt. vss-processing analysiert shadow- copies automatisch. der remote-collection-mode sammelt über netzwerk. kostenlos aber enterprise-support verfügbar. der neue standard für effiziente 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"anonymous-analysis", + "privacy-focused", + "tor-integration", + "rolling-release", + "lightweight", + "arm-support", + "docker-ready" ], "skillLevel": "intermediate", "type": "tool" } }, { - "id": "tool_VirusTotal", + "id": "tool_Strings", "type": "tool", - "name": "VirusTotal", - "content": "virustotal googles malware-intelligence-plattform aggregiert erkennungen von 70+ antivirus-engines und sandboxes für sofortige threat-assessment. upload verdächtiger dateien, urls oder domains liefert umfassende reports: av-detections, behavioral-analysis, yara-matches, community-comments. besonders wertvoll: retro-hunt findet ähnliche samples in der milliarden-sample-datenbank, graph-view visualisiert malware-familien- beziehungen, crowdsourced-iocs von security-forschern weltweit. die premium-api ermöglicht bulk-searches und private scans. integration in alle major-security-tools durch offene apis. livehunt-service alertiert bei neuen samples matching custom yara-rules. vorsicht: public-uploads sind für alle sichtbar - keine vertraulichen samples! die kostenlose nutzung macht es zum standard-tool für initiale malware-triage. unverzichtbar für threat-intelligence und soc-analysten. sandbox av-scan malware-analysis examination", + "name": "Strings", + "content": "strings das unterschätzte basis-tool extrahiert lesbare ascii- und unicode-strings aus binärdateien - oft der erste hinweis auf malware-funktionalität. findet urls für c2-server, hardcoded-passwords, pfadangaben, error-messages. die sysinternals-version (windows) bietet gui und erweiterte features. gnu-strings (linux) integriert perfekt in pipe-workflows. encoding-options (-e) für unicode-varianten essentiell bei modernen samples. minimum-length (-n) filtert rauschen. offset-anzeige (-o) für spätere hex-editor-analyse. besonders wertvoll: kombination mit grep für pattern-matching, sort/uniq für häufigkeitsanalyse, integration in automatisierte malware-triage. die einfachheit täuscht - erfahrene analysten extrahieren erstaunliche intelligence. perfekt für verschlüsselte/gepackte malware wenn strings im unpacking-stub verbleiben. output oft ausgangspunkt für yara-rules. das 5-minuten-tool das stunden detaillierter analyse spart. command-line string-search binary-decode triage cross-platform fast-scan unicode-support pattern-extraction malware-triage c2-discovery password-finding pipe-friendly incident-response malware-analysis static-investigations examination", "embedding": [ - -0.02313232421875, - 0.0297393798828125, - 0.031951904296875, - 0.0255584716796875, - 0.01409912109375, - 0.0257720947265625, - 0.020263671875, - -0.0208282470703125, - -0.014434814453125, - 0.0165252685546875, - -0.031280517578125, - 0.04473876953125, - 0.0255584716796875, - 0.00005161762237548828, - -0.056396484375, - 0.048919677734375, - 0.004047393798828125, - 0.0247802734375, - 0.015869140625, - 0.0013427734375, - -0.0295257568359375, - -0.02093505859375, - -0.040985107421875, - -0.0201568603515625, - 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multi-datacenter-clusters. die restful-api integriert mit allen forensik-tools. ingest-pipelines normalisieren verschiedene log-formate. security-features (x-pack) bieten encryption und rbac für sensitive ermittlungen. snapshot-funktionen sichern forensische integrität. die index-lifecycle-management rotiert alte daten automatisch. basis für elk-stack (logstash, kibana) und siem-systeme. unverzichtbar für moderne socs und incident-response-teams. search big-data incident-response network-forensics analysis", + "name": "Neo4j", + "content": "neo4j die graph-datenbank transformiert komplexe beziehungsgeflechte in verständliche visualisierungen. cypher-query-language ermöglicht intuitive abfragen: \"match (person)-[:transferred_to]->(account) return *\". perfekt für fraud-rings, social-networks, geldwäsche-netzwerke und kommunikations-analysen. graph-algorithmen finden kürzeste pfade, communities und influencer. der visual-graph-explorer macht verborgene verbindungen sichtbar. import aus 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"type": "tool", - "name": "PhotoRec", - "content": "photorec der datenretter ignoriert dateisysteme und findet gelöschte dateien durch signature-scanning - selbst nach formatierung. über 300 dateiformate von jpegs über office-dokumente bis zu verschlüsselten archives. die companion- software testdisk repariert zusätzlich partitionstabellen. arbeitet read-only für forensische integrität. besonders stark: recovery von fat/ntfs/ext-systemen, rettung von sd-karten und usb-sticks, funktioniert bei beschädigten dateisystemen. die brute-force-methode findet dateien die andere tools übersehen. konfigurierbare signaturen für spezielle formate. der paranoid-mode prüft jeden sektor. besonders wertvoll für multimedia-recovery bei kinderpornografie-fällen. die text-ui wirkt antiquiert, aber die effektivität ist unübertroffen. batch-mode für automatisierte recovery. die freie lizenz und cross-platform-support machen es zum standard-tool weltweit. oft letzte hoffnung wenn kommerzielle tools versagen. gui file-carving deleted-file-recovery scenario:file_recovery signature-analysis cross-platform filesystem-agnostic multimedia-recovery partition-recovery read-only-mode batch-capable custom-signatures incident-response static-investigations fraud-investigation examination", - "embedding": [ - -0.007053375244140625, - -0.004638671875, - 0.01495361328125, - -0.024505615234375, - 0.03607177734375, - 0.03607177734375, - 0.0161285400390625, - 0.0017232894897460938, - -0.00530242919921875, - -0.013153076171875, - -0.034149169921875, - 0.053680419921875, - 0.0169677734375, - -0.0080108642578125, - -0.0712890625, - 0.034149169921875, - 0.01209259033203125, - 0.0172882080078125, - 0.005725860595703125, - 0.005092620849609375, - 0.0020294189453125, - -0.00821685791015625, - -0.06109619140625, - -0.0101318359375, - 0.00408172607421875, - -0.0009546279907226562, - -0.0279998779296875, - -0.083984375, - -0.0093841552734375, - 0.0026111602783203125, - -0.005146026611328125, - -0.00763702392578125, 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logical plus erweitert standard-backups um gelöschte daten. advanced services greifen auf cellebrites exploit-labor für besonders resistente geräte zurück. physical analyzer visualisiert extrahierte daten intelligent: timeline-ansicht, geo-location-maps, social-network-graphen, kommunikations-muster. project-vic integration für csam-erkennung. chain-of-custody-dokumentation erfüllt höchste forensische standards. die cloud-analyzer-lizenz ermöglicht zugriff auf über 50 cloud-services. updates alle 3 monate für neue geräte und apps. gui commercial mobile-app-data decryption physical-copy dongle-license zero-day-exploits cloud-analyzer project-vic timeline-view geo-mapping advanced-services static-investigations mobile-forensics fraud-investigation data-collection examination analysis", - "embedding": [ - -0.036163330078125, - 0.0443115234375, - 0.04034423828125, - -0.005710601806640625, - 0.0266265869140625, - 0.048675537109375, - 0.0234375, - 0.01291656494140625, - 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unified-log-parser für system-events, browser-artefakte aller major-browser, quick-look-thumbnails, fsevents für dateiaktivitäten. die modulare architektur erlaubt selektive sammlung. output in strukturierten json/csv für einfache analyse. zeitstempel-normalisierung für timeline-erstellung. unterstützt moderne macos-security-features: tcc-permissions, code-signing-status, xprotect-matches. die remote- collection via mdm/ssh skaliert auf unternehmensflotten. besonders clever: sammlung von cloud-synchronisations-artefakten (icloud, dropbox). regelmäßige updates für neue macos-versionen. die alternative zu teuren kommerziellen mac-forensik-suiten. command-line triage system-metadata apfs time-normalization structured-output unified-log-parser browser-artifacts persistence-checks tcc-analysis remote-capable json-export incident-response static-investigations malware-analysis data-collection examination", - "embedding": [ - -0.0079498291015625, - 0.040130615234375, - 0.057373046875, - 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"persistence-checks", - "tcc-analysis", - "remote-capable", - "json-export" + "api", + "cypher-queries", + "community-detection", + "path-finding", + "bloom-visualization", + "apoc-procedures", + "import-tools" ], "skillLevel": "intermediate", "type": "tool" @@ -58044,2106 +81190,4222 @@ } }, { - "id": "tool_Linkurious", + "id": "tool_Elliptic", "type": "tool", - "name": "Linkurious", - "content": "linkurious intuitive graph‑visualisierungs‑ und analyseplattform, die graphdatenbanken wie neo4j überlagert und ermittler:innen dabei unterstützt, versteckte beziehungen in betrugs‑, aml‑ und sicherheitsfällen aufzudecken. leistungsstarke filter, geo‑ und zeitachsenansichten sowie automatisierungsvorlagen erleichtern das hunten komplexer netzwerke und das erstellen aussagekräftiger beweisgrafiken. graph-visualisierung link-analysis aml fraud fraud-investigation network-forensics incident-response analysis reporting", + "name": "Elliptic", + "content": "elliptic die kommerzielle blockchain-analytics-plattform konkurriert mit chainalysis durch erweiterte compliance-features und regtech-integration. clustering- algorithmen identifizieren services durch transaction-pattern-analysis: exchanges, darknet-markets, mixers, ransomware-wallets. die compliance- suite bietet real-time-screening gegen ofac/eu-sanctions-listen. besonders stark: defi-protocol-analysis dekodiert smart-contract- interactions, cross-chain-tracking folgt funds über bridges, investigation-tools für complex-money-laundering-schemes. api-integration ermöglicht automated-aml-workflows. die typology-library kategorisiert verdachtsmuster nach fatf-standards. court-ready-reports mit blockchain- evidence-chain. training-programme zertifizieren investigators. unterstützt bitcoin, ethereum, und 15+ andere blockchains. enterprise- deployment für banken, exchanges und strafverfolgung. der europäische fokus macht es zur alternative für eu-basierte organisationen. blockchain-analysis compliance-screening 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incident-response data-collection examination", + "name": "dd", + "content": "dd das unix-urgestein 'data duplicator' ist seit 1974 der minimalistische standard für bit-genaue datenträger-kopien. keine gui, keine extras - nur pure zuverlässigkeit. die wichtigsten forensischen parameter: conv=noerror,sync für defekte sektoren, bs=4m für optimale performance, status=progress für fortschrittsanzeige. pipe zu hash-tools für simultane verifizierung: dd if=/dev/sda | tee image.raw | md5sum. die einfachheit ist die stärke: funktioniert auf jedem unix-system ohne installation. vorsicht vor klassischen fehlern: if/of-verwechslung zerstört beweise! dcfldd und dc3dd sind forensische weiterentwicklungen mit eingebauter hash-verifizierung. split-feature für fat32-limits: dd if=/dev/sda | split -b 4g. network-imaging via netcat möglich. der respekt vor dd trennt profis von amateuren - ein falscher parameter vernichtet unwiederbringlich daten. immer noch die basis vieler kommerzieller imaging-tools. 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klassische kommandozeilen‑checksummengeneratoren aus den gnu coreutils, die schnell kryptografische prüfsummen (md5 bzw. sha‑256) berechnen und verifizieren können. ideal zur integritätsprüfung von forensik‑images, log‑archiven und download‑artefakten; auch als stream‑filter einsetzbar („cat image.dd | sha256sum“). minimalistischer funktionsumfang, aber auf nahezu jeder unix‑ähnlichen plattform vorinstalliert und damit überall verfügbar. commandline hashing integrity incident-response static-investigations malware-analysis examination analysis", + "embedding": [ + -0.0148773193359375, + 0.0261077880859375, + 0.06719970703125, + -0.0244903564453125, + 0.02874755859375, + 0.044952392578125, + 0.02996826171875, + -0.0187225341796875, + -0.017822265625, + 0.01983642578125, + -0.0254058837890625, + 0.054656982421875, + 0.01953125, + 0.0012273788452148438, + -0.0251007080078125, + 0.0396728515625, + -0.02874755859375, + -0.0171051025390625, + -0.0036945343017578125, + 0.0307769775390625, + 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seit macos big sur mit verstärktem system integrity protection (sip). die target-disk-mode-alternative für moderne macs ohne firewire. unterstützt apfs-container-imaging inklusive verschlüsselter volumes (mit passwort). live-imaging von system-volumes ohne reboot möglich. die minimale footprint kontaminiert das zielsystem kaum. besonders clever: umgehung der read-only-system-volume-beschränkungen. hash-verifizierung integriert für forensische standards. die active-development durch macos-forensik- community garantiert updates für neue os-versionen. perfekt für incident response auf macs ohne teure kommerzielle tools. die kommandozeile ermöglicht scripting für massenakquisitionen. command-line live-acquisition physical-copy apfs scenario:disk_imaging zero-footprint sip-bypass encrypted-volume container-imaging minimal-contamination scripting-capable macos-specific incident-response static-investigations data-collection", + "name": "Timesketch", + "content": "timesketch googles timeline-analyse-platform meistert die herausforderung, millionen von zeitstempeln aus heterogenen quellen zu korrelieren. die elasticsearch-backend-architektur ermöglicht suchen über mengen forensischer daten in verhältnismäßig kurzer zeit. plaso/log2timeline-integration parst automatisch über 300 log-formate in eine einheitliche super-timeline. collaborative investigation durch geteilte sketches, kommentare und saved searches. die timeline-explorer visualisiert ereignisse interaktiv mit heatmaps und aktivitätsgraphen. analyzers erkennen anomalien wie login-brute-force oder data-exfiltration-muster. sigma-rules werden direkt auf timelines angewendet. stories dokumentieren findings narrativ für management-reports. die python-api ermöglicht automatisierte analysen. unverzichtbar für incidents mit komplexen zeitlichen abläufen über multiple systeme. web-interface timeline collaboration visualization timeline-correlation timeline-view elasticsearch-backend plaso-integration sigma-rules 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"content": "wifi pineapple die hak5‑hardware liefert mit der patentierten pineap‑suite einen vollwertigen rogue‑access‑point: automatisches recon, handshake‑ und enterprise‑credential‑capture, gezielte client‑filterung sowie cloud c²‑fernsteuerung – alles per browser­basierter gui auf dem mark vii oder enterprise‑modell. :contentreference[oaicite:6]{index=6} rogue-ap wireless man-in-the-middle gui web-interface scenario:remote_access network-forensics incident-response data-collection analysis", + "name": "Tsurugi Linux", + "content": "tsurugi linux die forensik-distribution kombiniert tools für ultimative ermittlungs-power. spezialisiert auf mobile- und malware-forensik mit einzigartigen features. der integrierte hardware-write-blocker verhindert beweis-kontamination. bento-menü organisiert tools nach japanischer effizienz-philosophie. besonders stark: android-forensik-suite mit adb-automatisierung, ios-backup-analyzer, umfangreiche malware-sandbox. die acquire-edition ist optimiert 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cyberkriminalität. strukturiertes teilen von iocs durch standardisierte attribute: ip-adressen, domains, hashes, yara-rules, malware-samples. die galaxies und taxonomien klassifizieren bedrohungen nach att&ck, kill-chain oder eigenen schemata. föderierte architektur ermöglicht selektives sharing zwischen vertrauenswürdigen partnern. correlation-engine findet zusammenhänge zwischen scheinbar unabhängigen incidents. warninglists reduzieren false-positives durch whitelisting bekannter good-entities. zeromq-feed pusht iocs in echtzeit an firewalls und siems. die ausgereiften apis (rest, pymisp) automatisieren threat-intelligence-workflows. export in stix, openioc und dutzende andere formate. essenziell für proaktive verteidigung. web-interface ioc-matching taxonomies api threat-scoring collaboration correlation-engine galaxy-clusters warninglists zeromq-feed stix-export federation incident-response static-investigations malware-analysis network-forensics cloud-forensics fraud-investigation data-collection examination analysis", + "name": "Plaso (log2timeline)", + "content": "plaso (log2timeline) der industrielle timeline-generator extrahiert zeitstempel aus hunderten artefakt-typen für lückenlose aktivitäts-rekonstruktion. parsers für windows event logs, registry, prefetch, browser-history, mobile apps, cloud-services und linux-logs. die storage-architektur verarbeitet massendaten effizient. output in standardisierten formaten für elasticsearch, timesketch oder csv. besonders wertvoll: normalisierung verschiedener zeitstempel-formate und zeitzonen in utc. filterung nach zeitraum, artefakt-typ oder keywords. die modulare parser-architektur erlaubt einfache erweiterung für neue formate. psort sortiert und dedupliziert events. analysis-plugins erkennen anomalien wie timestomping. docker-support vereinfacht deployment. die performance bei sehr großen datensätzen kann leiden, aber die vollständigkeit der timeline ist unübertroffen. integration mit timesketch für kollaborative analyse macht es zum forensik-kraftpaket. command-line timeline log-parser cross-platform timeline-merge time-normalization artifact-parser elasticsearch-export docker-support timestomping-detection modular-parsers batch-processing incident-response static-investigations network-forensics cloud-forensics mobile-forensics data-collection examination", "embedding": [ - -0.03399658203125, - 0.020111083984375, - 0.044219970703125, - 0.01540374755859375, - 0.01520538330078125, - 0.0214996337890625, - 0.024200439453125, - -0.0178985595703125, - -0.051605224609375, - 0.00875091552734375, - -0.0238037109375, - 0.02410888671875, - 0.0018253326416015625, - 0.0243072509765625, - -0.0748291015625, - 0.035614013671875, - -0.0268096923828125, - 0.00804901123046875, - 0.0244140625, - -0.0117034912109375, - -0.027801513671875, - -0.0004563331604003906, - -0.06121826171875, - 0.0177001953125, - 0.01500701904296875, - -0.004550933837890625, - -0.024200439453125, - -0.0460205078125, - 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partial-extraction auch bei verschlüsselten geräten, afu/bfu-state- analysis, keychain-decryption. der preis (30.000€+) und ethische bedenken limitieren auf strafverfolgung. regelmäßige exploits werden durch ios-updates zunichte gemacht - ein katz-und-maus-spiel zwischen apple und grayshift. standard-tool in us-polizei-departments trotz rechtlicher und ethischer kontroversen um überwachungstechnologie. ios-unlocking zero-day-exploits hardware-solution brute-force keychain-extraction law-enforcement mobile-forensics data-collection", - "embedding": [ - -0.024017333984375, - 0.0249176025390625, - 0.03912353515625, - -0.006778717041015625, - 0.052764892578125, - 0.024017333984375, - 0.0311126708984375, - -0.00247955322265625, - -0.001750946044921875, - -0.024383544921875, - -0.0196533203125, - 0.04840087890625, - 0.01537322998046875, - -0.01245880126953125, - -0.053497314453125, - 0.051666259765625, - 0.004344940185546875, - 0.007049560546875, - 0.014373779296875, - 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"protobuf-parser", - "whatsapp-analysis", - "google-artifacts", - "battery-stats", - "well-being-data", - "cross-platform" + "log-parser", + "cross-platform", + "timeline-merge", + "time-normalization", + "artifact-parser", + "elasticsearch-export", + "docker-support", + "timestomping-detection", + "modular-parsers", + "batch-processing" ], "skillLevel": "intermediate", "type": "tool" } }, { - "id": "tool_dc3dd", + "id": "tool_OSFMount", "type": "tool", - "name": "dc3dd", - "content": "dc3dd dc3dd ist eine forensisch erweiterte variante des klassischen unix‑befehls dd. sie unterstützt das gleichzeitige berechnen mehrerer hash‑werte (md5, sha‑1, sha‑256, sha‑512) während der image‑erstellung, führt ein detailliertes log mit prüfsummen und fehlerblöcken und zeigt einen fortschrittsbalken an. weitere funktionen sind das splitten großer abbilder, das gezielte überschreiben von mustern zum sicheren löschen und die möglichkeit, fehlersektoren separat auszugeben, was besonders bei defekten medien hilfreich ist. disk-imaging hashing wiping logging cli incident-response static-investigations data-collection", + "name": "OSFMount", + "content": "osfmount das kostenlose windows-tool mountet forensik-images als virtuelle laufwerke für komfortable analyse ohne vollinstallation einer forensik-suite. unterstützt raw (dd), e01 (encase), aff, vhd, vmdk und weitere formate. write-cache-modus schützt original-images vor veränderung. ram-disk-feature für performance bei kleinen images. die plugin-architektur erweitert für exotische formate. besonders praktisch: partition-selection bei multi-partition-images, automatische offset-erkennung, unterstützung für disk- und memory-images. der image-conversion-wizard wandelt zwischen formaten. integration mit windows explorer für gewohnte navigation. mounting von volume shadow copies. die freeware-lizenz macht es zur ersten wahl für budget- bewusste teams. limitiert bei verschlüsselten images, glänzt bei standard-aufgaben. perfekt für schnelle triage oder wenn kommerzielle tools nicht verfügbar sind. gui virtual-machine ewf-support raw-image-support write-blocker triage format-conversion vss-support partition-selection ram-disk explorer-integration free-tool incident-response static-investigations examination", "embedding": [ - -0.006145477294921875, - 0.0298614501953125, - 0.0298614501953125, - -0.01229095458984375, - 0.041290283203125, - 0.0236053466796875, - 0.0248260498046875, - 0.0068511962890625, - -0.004055023193359375, - 0.0089111328125, - -0.0341796875, - 0.041778564453125, - 0.007373809814453125, - -0.001613616943359375, - -0.040557861328125, - 0.0244598388671875, - -0.016845703125, - 0.00011861324310302734, - 0.013214111328125, - 0.001697540283203125, - -0.006237030029296875, - 0.035400390625, - -0.041290283203125, - 0.0240936279296875, - -0.012908935546875, - -0.01007843017578125, - -0.032928466796875, - -0.08013916015625, - -0.0162200927734375, - 0.013702392578125, - -0.001644134521484375, - 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positioniert sich als alternative zu westlichen lösungen mit fokus auf android-geräte und cloud-services. besonders stark: deep-extraction chinesischer smartphones (xiaomi, huawei, oneplus), telegram-forensics inklusive secret-chats, signal-database- decryption bei root-access. die cloud-explorer-module greifen auf 50+ services zu: google-takeout, icloud-backups, microsoft-accounts ohne premium-pricing. physical-analyzer visualisiert timeline und geo-locations. die sqlite-viewer parst app-databases direkt. besonders innovativ: ufed-image-import ermöglicht cross-platform-analysis, live-memory-dumps von android-geräten, malware-detection in apks. der preis (ab 8.000€) unterbietet marktführer deutlich. technisch solide lösung mit umfangreichem cloud-support und regelmäßigen updates für neue smartphone-modelle und apps. mobile cloud decryption mobile-forensics examination analysis", - "embedding": [ - -0.0152435302734375, - 0.0302886962890625, - 0.0279083251953125, - -0.007472991943359375, 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handshake-capture, aircrack-ng selbst bricht wep-keys in minuten und wpa2-psks mit dictionary-attacks. besonders wertvoll für forensik: packet-capture-analysis identifiziert rogue-aps, client-probing-behavior enthüllt bewegungsprofile, wps-pin-recovery bei legacy-routern. die gpu-acceleration (via pyrit/hashcat) beschleunigt psk-cracking dramatisch. support für moderne standards: wpa3-transition-mode, 802.11ac/ax. scripting-interface automatisiert mass-assessments. cross-platform-verfügbarkeit mit hardware-treiber-support. forensic-mode bewahrt evidence-integrity. integration in penetration-testing-frameworks. der klassiker für wlan-forensik wenn moderne enterprise-wlans kompromittiert wurden. commandline wireless packet-capture injection cracking scenario:credential_theft network-forensics incident-response data-collection analysis", - "embedding": [ - -0.003936767578125, - 0.00498199462890625, - 0.036956787109375, - 0.0190582275390625, - 0.052490234375, - -0.00547027587890625, - 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ermittlungen. unterstützt 802.11a/b/g/n/ac und moderne standards. die gps-integration ermöglicht war-driving mit präziser standort-zuordnung. besonders wertvoll: erkennung von deauth-attacks, evil-twin-aps, client-isolation- bypasses. die plugin-architektur erweitert für bluetooth, zigbee, andere funkprotokolle. rest-api für integration in soc-dashboards. der distributed-mode koordiniert mehrere sensoren. pcap-export für wireshark-analyse. die alert-engine meldet sicherheitsverletzungen. web-ui visualisiert netzwerk-topologie. besonders stark bei firmen- wlan-audits und incident-response. die log-correlation findet zusammenhänge zwischen events. unterstützt software-defined-radios für erweiterte frequenzbereiche. die community-entwicklung fokussiert auf praktiker-bedürfnisse. standard-tool für wireless-forensik weltweit. gui pcap-capture geolocation live-acquisition anomaly-detection wireless-analysis passive-monitoring gps-mapping multi-protocol distributed-sensors api-enabled 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automatisierte bulk-analysis von embedded-firmware. web-interface ermöglicht upload ganzer firmware-sammlungen für parallele verarbeitung. über 50 analyzer dekomprimieren archive, extrahieren dateisysteme, identifizieren crypto-keys, finden backdoors. besonders mächtig: diff-analysis vergleicht firmware-versionen und identifiziert security- patches, cve-matching findet bekannte vulnerabilities in embedded libraries, entropy-analysis lokalisiert verschlüsselte bereiche. die plugin-architektur ermöglicht custom-analyzer für proprietäre formate. yara-integration für malware-detection. collaboration-features für team-analysis. rest-api automatisiert bulk-submissions. die postgresql-backend speichert metadaten durchsuchbar. perfekt für router-hersteller, security-researcher und incident-response-teams die iot-compromises untersuchen. open-source aber enterprise-ready für kritische infrastruktur-assessments. firmware automation ics-forensics malware-analysis analysis", - "embedding": [ - 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historian-daten. die plugin-architektur erlaubt erweiterung für neue hersteller. integration mit wireshark-dissectors. unterstützt sowohl live-systeme als auch offline-images. die dokumentation erklärt ics-besonderheiten für it-forensiker. besonders relevant nach stuxnet und zunehmenden ics-angriffen. die community wächst mit kritischer infrastruktur-bedeutung. füllt die lücke zwischen it- und ot-forensik. unverzichtbar für kraftwerke, wasserversorgung, produktionsanlagen. die zukunft der infrastruktur-forensik beginnt hier. command-line system-metadata artifact-parser cross-platform scripting opensource plc-analysis scada-forensics ladder-logic protocol-parser configuration-analysis ot-security ics-forensics incident-response malware-analysis data-collection examination analysis", - "embedding": [ - -0.03997802734375, - 0.0312042236328125, - 0.0312042236328125, - -0.00499725341796875, - 0.04132080078125, - 0.0279541015625, - 0.0232391357421875, - -0.004795074462890625, - 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algorithmen identifizieren services durch transaction-pattern-analysis: exchanges, darknet-markets, mixers, ransomware-wallets. die compliance- suite bietet real-time-screening gegen ofac/eu-sanctions-listen. besonders stark: defi-protocol-analysis dekodiert smart-contract- interactions, cross-chain-tracking folgt funds über bridges, investigation-tools für complex-money-laundering-schemes. api-integration ermöglicht automated-aml-workflows. die typology-library kategorisiert verdachtsmuster nach fatf-standards. court-ready-reports mit blockchain- evidence-chain. training-programme zertifizieren investigators. unterstützt bitcoin, ethereum, und 15+ andere blockchains. enterprise- deployment für banken, exchanges und strafverfolgung. der europäische fokus macht es zur alternative für eu-basierte organisationen. blockchain-analysis compliance-screening sanctions-checking defi-analysis cross-chain-tracking aml-workflows court-reporting fraud-investigation analysis", + "name": "CAINE", + "content": "caine caine (computer aided investigative environment) ist eine ubuntu‑basierte live‑linux‑distribution, die mehr als 150 forensik‑werkzeuge in einer schreibgeschützten umgebung bündelt. version 14.0 »lightstream« (märz 2025) bringt kernel 6.8, uefi‑support und das unblock‑gui zum gezielten aufheben der write‑block‑funktion für einzelne devices. :contentreference[oaicite:2]{index=2} live-distro imaging write-blocking gui commandline scenario:disk_imaging incident-response static-investigations network-forensics mobile-forensics data-collection examination analysis", "embedding": [ - -0.01568603515625, - 0.01898193359375, - 0.05224609375, - -0.00746917724609375, - 0.031951904296875, - 0.0379638671875, - 0.0400390625, - 0.00528717041015625, - -0.01038360595703125, - -0.01654052734375, - -0.01202392578125, - 0.057891845703125, - 0.014190673828125, - 0.0155029296875, - -0.06878662109375, - 0.056365966796875, - 0.00986480712890625, - 0.0255584716796875, - -0.00817108154296875, - 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des elastic-stacks verwandelt rohe forensik-daten in aussagekräftige dashboards und echtzeit-analysen. drag-and-drop-interface erstellt komplexe queries ohne programmierkenntnisse. besonders wertvoll für incident-response: timeline-visualisierungen korrelieren events über verschiedene systeme, geo-maps zeigen angriffs-ursprünge, heat-maps identifizieren aktivitätsmuster. die discover-funktion ermöglicht explorative datenanalyse mit drill-down-capabilities. canvas erstellt infografiken für management-reports. machine-learning-integration erkennt anomalien automatisch. alerting-framework triggert bei verdächtigen mustern. dashboard-sharing für soc-teams. der dev-tools-bereich bietet direkten elasticsearch-zugriff für power-user. spaces isolieren verschiedene ermittlungen. die integration mit wazuh, suricata und anderen siem-komponenten macht es zum standard-dashboard moderner security-operations. kostenlos bis zu basic-features, x-pack-lizenzierung für enterprise-funktionen. dashboards analytics incident-response analysis reporting", + "name": "ICSpector", + "content": "icspector microsofts open-source-framework revolutioniert industrial-control-system- forensik mit spezialisierten tools für scada/plc-untersuchungen. extrahiert metadaten aus siemens s7, rockwell, schneider electric controllern. die python-basierte architektur parst proprietäre protokolle und dateiformate. besonders wertvoll: ladder-logic-extraktion zeigt manipulierte programme, configuration-diff erkennt unauthorized changes, network-capture-analyse für ics-protokolle (modbus, dnp3, iec-104). timeline-rekonstruktion aus historian-daten. die plugin-architektur erlaubt erweiterung für neue hersteller. integration mit wireshark-dissectors. unterstützt sowohl live-systeme als auch offline-images. die dokumentation erklärt ics-besonderheiten für it-forensiker. besonders relevant nach stuxnet und zunehmenden ics-angriffen. die community wächst mit kritischer infrastruktur-bedeutung. füllt die lücke zwischen it- und ot-forensik. unverzichtbar für kraftwerke, wasserversorgung, produktionsanlagen. die zukunft der infrastruktur-forensik beginnt hier. command-line system-metadata artifact-parser cross-platform scripting opensource plc-analysis scada-forensics ladder-logic protocol-parser configuration-analysis ot-security ics-forensics incident-response malware-analysis data-collection examination analysis", "embedding": [ - -0.0298309326171875, - 0.033782958984375, - 0.05853271484375, - 0.01198577880859375, - 0.01849365234375, - 0.005615234375, - 0.01641845703125, - 0.0117034912109375, - -0.02227783203125, - -0.01491546630859375, - -0.022369384765625, - 0.051727294921875, - 0.01198577880859375, - -0.01132965087890625, - -0.0528564453125, - 0.03228759765625, - -0.006938934326171875, - 0.00485992431640625, - 0.0004069805145263672, - -0.0220794677734375, - 0.0001437664031982422, - 0.006793975830078125, - -0.060394287109375, - -0.0041046142578125, - 0.0241546630859375, - 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"name": "ewfacquire", + "content": "ewfacquire command-line tool aus der libewf-bibliothek zum erstellen forensischer images im expert witness format (e01/ex01). erstellt segmentierte archive mit md5/sha1-hash-verifizierung und optionaler kompression. besonders wertvoll für linux-basierte imaging-workflows ohne gui-overhead. unterstützt case-metadaten, examiner-notizen und error-granularity für defekte sektoren. die segment-größe ist konfigurierbar für verschiedene storage-medien. integration in autopsy und andere tools über libewf. alternative zu proprietären windows-imaging-tools für open-source-forensik-umgebungen. besonders geschätzt: zuverlässigkeit, cross-platform-kompatibilität und standards-compliance für gerichtsfeste images. command-line physical-copy ewf-support compression chain-of-custody scenario:disk_imaging error-handling segment-files metadata-storage hash-verification resume-capability cross-tool-compatible incident-response static-investigations data-collection", + 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"incident-response" ], "phases": [ @@ -93856,2100 +104401,8422 @@ "reporting" ], "tags": [ - "dashboards", - "analytics" - ], - "skillLevel": "beginner", - "type": "tool" - } - }, - { - "id": "tool_Android_Backup_Extractor", - "type": "tool", - "name": "Android Backup Extractor", - "content": "android backup extractor das bewährte kommandozeilen‑werkzeug zum entpacken und packen von android‑backups (.ab) aus »adb backup« – inklusive entschlüsselung passwort­geschützter archive dank integrierter aes‑routinen. ideal für die extraktion forensisch relevanter app‑daten ohne root‑zugriff und damit ein must‑have für mobile‑analysen. :contentreference[oaicite:0]{index=0} commandline backup encryption artifact-extraction android scenario:file_recovery mobile-forensics static-investigations examination analysis", - "embedding": [ - 0.0143280029296875, - 0.008697509765625, - 0.01348876953125, - -0.00018095970153808594, - 0.01971435546875, - 0.0202789306640625, - 0.034423828125, - 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malware-spuren. die perl-basierte architektur ermöglicht einfache plugin-entwicklung für neue artefakte. besonders wertvoll: timeline-plugins für zeitbasierte analyse, regripper-reports im strukturierten format, automatische korrelation zwischen hives. profile-system gruppiert plugins nach untersuchungstyp (malware, user- activity, network). die community teilt ständig neue plugins für aktuelle bedrohungen. integration mit anderen tools über csv-export. besonders stark bei apt-investigations: services-analyse, run-keys, scheduled-tasks. die plugin-dokumentation erklärt forensische relevanz jedes artefakts. version 3.0 modernisiert für aktuelle windows-versionen. der time-saver für registry-deep-dives - was manuell stunden dauert, erledigt regripper in minuten. command-line registry-hives plugin-support scenario:windows-registry usb-history artifact-parser timeline-analysis malware-detection user-activity batch-processing profile-based community-plugins scenario:persistence incident-response static-investigations malware-analysis examination analysis", + "name": "Zeek", + "content": "zeek das programmierbare netzwerk-analysis-framework (vormals bro) geht weit über traditionelle packet-inspection hinaus - es interpretiert protokolle und extrahiert strukturierte logs für forensische analyse. die eingebaute scripting-sprache ermöglicht custom-protocol-decoder und anomalie-detection- logic. besonders wertvoll: connection-logs zeigen alle netzwerk-sessions, http/dns/tls-logs extrahieren metadaten, file-analysis erkennt übertragene malware automatisch. integration mit intelligence-frameworks für ioc- matching. cluster-deployment skaliert auf enterprise-netzwerke. die script-community teilt detectors für moderne threats: cobalt-strike- beacons, dns-tunneling, lateral-movement-patterns. real-time-streaming zu siems oder offline-analysis für incident-response. die lernkurve ist steil aber die analysemächtigkeit unübertroffen. basis für kommerzielle nsm-lösungen 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weltweit. version 21 modernisiert die alternde architektur mit cloud-forensik und mobile-support. besonders stark: evidence-processor für batch-verarbeitung, umfangreiche dateisystem-unterstützung, integrierte hex-ansicht. die ence-zertifizierung öffnet karrieretüren. physical-analyzer-modul für smartphones konkurriert mit cellebrite. die case-management-features skalieren auf großverfahren. nachteile: hohe kosten (20.000€+), steile lernkurve, performance-probleme bei großen images. opentext-übernahme bringt unsicherheit. der dongle-schutz nervt im feldeinsatz. viele wechseln zu moderneren alternativen, aber für enscript-power-user noch immer unverzichtbar. das prestige-tool das langsam seine krone verliert. gui commercial scripting court-admissible case-management dongle-license enscript evidence-processor batch-capable certification-path legacy-standard enterprise-scale static-investigations incident-response mobile-forensics data-collection examination analysis reporting", + 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fortschrittsanzeige. pipe zu hash-tools für simultane verifizierung: dd if=/dev/sda | tee image.raw | md5sum. die einfachheit ist die stärke: funktioniert auf jedem unix-system ohne installation. vorsicht vor klassischen fehlern: if/of-verwechslung zerstört beweise! dcfldd und dc3dd sind forensische weiterentwicklungen mit eingebauter hash-verifizierung. split-feature für fat32-limits: dd if=/dev/sda | split -b 4g. network-imaging via netcat möglich. der respekt vor dd trennt profis von amateuren - ein falscher parameter vernichtet unwiederbringlich daten. immer noch die basis vieler kommerzieller imaging-tools. command-line physical-copy raw-image-support scenario:disk_imaging zero-footprint offline-mode bit-for-bit pipe-capable network-imaging unix-standard minimal-contamination performance-tuning incident-response static-investigations data-collection", - "embedding": [ - 0.0002942085266113281, - 0.03173828125, - 0.01800537109375, - -0.0095062255859375, - 0.043792724609375, - 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geo-intelligence-plattform bietet forensische capabilities weit jenseits der consumer-version. historische satellitenbilder ab 1984 ermöglichen timeline-analysis von tatorten, gebäude-entwicklungen, umwelt-veränderungen. high-resolution-imagery (bis 60cm/pixel) zeigt details für crime-scene-reconstruction. besonders wertvoll: kml/kmz-import von gps-tracks für movement-analysis, measurement-tools für genaue distanzen, 3d-buildings für sichtlinien-analysen. movie-maker erstellt flyover-animations für jury-präsentationen. the street-view-integration zeigt ground-truth-perspective. polygon-tools markieren search-areas. koordinaten-anzeige in verschiedenen formaten (lat/long, utm, mgrs). offline-caching für field-operations. die kostenlose professional-lizenz (seit 2015) demokratisiert geo-intelligence. gps-data-import von smartphones, fitness-trackern, fahrzeug-systemen. standard-tool für osint-verification und court-room-presentations weltweit. satellite osint fraud-investigation 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einzigartigen features. der integrierte hardware-write-blocker verhindert beweis-kontamination. bento-menü organisiert tools nach japanischer effizienz-philosophie. besonders stark: android-forensik-suite mit adb-automatisierung, ios-backup-analyzer, umfangreiche malware-sandbox. die acquire-edition ist optimiert für schnelles imaging mit minimalem ram. performance- kernel speziell für forensik-hardware. einzigartig: integrierte übersetzungs-tools für internationale ermittlungen, unterstützung asiatischer zeichensätze, line-messenger-parser. die 64-bit-only- architektur nutzt modernen ram voll aus. live-patching hält tools aktuell ohne neustart. der stealth-mode deaktiviert alle netzwerk- interfaces. die alternative für ermittler die mehr als standard-distributionen wollen. gui write-blocker live-acquisition triage forensic-snapshots selective-imaging mobile-focused malware-sandbox asian-language hardware-writeblock performance-kernel stealth-mode incident-response 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"id": "concept_Regular_Expressions__Regex_", "type": "concept", @@ -114953,1065 +114953,6 @@ "type": "concept" } }, - { - "id": "concept_Hash_Functions___Digital_Signatures", - "type": "concept", - "name": "Hash Functions & Digital Signatures", - "content": "hash functions & digital signatures kryptographische hash-funktionen und digitale signaturen bilden das fundament der digitalen beweissicherung. md5 (veraltet aber verbreitet), sha-1, sha-256/512 für integritätsprüfung. kollisionsresistenz gewährleistet eindeutigkeit. forensische anwendungen: datenträger- verifizierung vor/nach imaging, deduplizierung mit hash-sets (nsrl), known-bad-identifikation (malware, csam). rainbow-tables für passwort-cracking. fuzzy-hashing (ssdeep) für ähnlichkeitsanalyse. digitale signaturen authentifizieren software und dokumente. certificate-chain-analyse bei apt-investigations. timestamping für chain-of-custody. die mathematik dahinter ist komplex, aber anwendung ist essentiell. tools berechnen automatisch, aber verständnis der prinzipien unterscheidet profis von amateuren. blockchain als verteilte hash-kette revolutioniert evidence-management. hashing integrity-check chain-of-custody standards-compliant deduplication known-bad-detection fuzzy-hashing digital-signatures timestamping blockchain-evidence incident-response static-investigations malware-analysis mobile-forensics cloud-forensics data-collection examination", - "embedding": [ - -0.0299530029296875, - -0.0006489753723144531, - 0.0469970703125, - -0.01009368896484375, - 0.0233306884765625, - 0.0311126708984375, - 0.03955078125, - -0.022674560546875, - -0.018280029296875, - 0.000698089599609375, - -0.01555633544921875, - 0.053924560546875, - 0.0074462890625, - -0.0020999908447265625, - -0.06683349609375, - 0.03607177734375, - -0.0299530029296875, - 0.00695037841796875, - 0.019775390625, - 0.0184478759765625, - -0.01125335693359375, - 0.01580810546875, - -0.0479736328125, - 0.011749267578125, - 0.0065765380859375, - 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"metadata": { - "domains": [ - "incident-response", - "static-investigations", - "malware-analysis", - "mobile-forensics", - "cloud-forensics" - ], - "phases": [ - "data-collection", - "examination" - ], - "tags": [ - "hashing", - "integrity-check", - "chain-of-custody", - "standards-compliant", - "deduplication", - "known-bad-detection", - "fuzzy-hashing", - "digital-signatures", - "timestamping", - "blockchain-evidence" - ], - "skillLevel": "advanced", - "type": "concept" - } - }, { "id": "concept_SQL", "type": "concept", @@ -117070,6 +116011,1065 @@ "skillLevel": "intermediate", "type": "concept" } + }, + { + "id": "concept_Hash_Functions___Digital_Signatures", + "type": "concept", + "name": "Hash Functions & Digital Signatures", + "content": "hash functions & digital signatures kryptographische hash-funktionen und digitale signaturen bilden das fundament der digitalen beweissicherung. md5 (veraltet aber verbreitet), sha-1, sha-256/512 für integritätsprüfung. kollisionsresistenz gewährleistet eindeutigkeit. forensische anwendungen: datenträger- verifizierung vor/nach imaging, deduplizierung mit hash-sets (nsrl), known-bad-identifikation (malware, csam). rainbow-tables für passwort-cracking. fuzzy-hashing (ssdeep) für ähnlichkeitsanalyse. digitale signaturen authentifizieren software und dokumente. certificate-chain-analyse bei apt-investigations. timestamping für chain-of-custody. die mathematik dahinter ist komplex, aber anwendung ist essentiell. tools berechnen automatisch, aber verständnis der prinzipien unterscheidet profis von amateuren. blockchain als verteilte hash-kette revolutioniert evidence-management. hashing integrity-check chain-of-custody standards-compliant deduplication known-bad-detection fuzzy-hashing digital-signatures timestamping blockchain-evidence incident-response static-investigations malware-analysis mobile-forensics cloud-forensics data-collection examination", + "embedding": [ + -0.0299530029296875, + -0.0006489753723144531, + 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file diff --git a/src/components/AIQueryInterface.astro b/src/components/AIQueryInterface.astro index bf17ebb..fd0479d 100644 --- a/src/components/AIQueryInterface.astro +++ b/src/components/AIQueryInterface.astro @@ -2,7 +2,6 @@ import { getToolsData } from '../utils/dataService.js'; const data = await getToolsData(); - const tools = data.tools; const phases = data.phases; const domainAgnosticSoftware = data['domain-agnostic-software'] || []; @@ -24,633 +23,711 @@ const domainAgnosticSoftware = data['domain-agnostic-software'] || [];

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