shodan_analyzer.py aktualisiert

shodan_analyzer.py

@@ -1,9 +1,9 @@
 from timesketch.lib.analyzers import interface
 from timesketch.lib.analyzers import manager
 import requests
-import json
 import ipaddress
 import os
+import time
 
 class ShodanEnrichmentAnalyzer(interface.BaseAnalyzer):
     """Analyzer to enrich IP addresses with Shodan data."""
@@ -15,14 +15,17 @@ class ShodanEnrichmentAnalyzer(interface.BaseAnalyzer):
     def __init__(self, index_name, sketch_id, timeline_id=None):
         super().__init__(index_name, sketch_id, timeline_id)
         self.shodan_api_key = os.environ.get('SHODAN_API_KEY', '')
-        self.processed_ips = set()  # Track processed IPs to avoid duplicates
     
     def run(self):
         """Main analyzer logic."""
         if not self.shodan_api_key:
             return "Shodan API key not configured"
-            
+        
-        # Query for events with source_ip that haven't been processed
+        # Process in small batches to avoid timeout
+        batch_size = 50  # Process 50 events at a time
+        total_processed = 0
+        enriched_count = 0
+        
         query = {
             'query': {
                 'bool': {
@@ -30,45 +33,69 @@ class ShodanEnrichmentAnalyzer(interface.BaseAnalyzer):
                         {'exists': {'field': 'source_ip'}}
                     ],
                     'must_not': [
-                        {'exists': {'field': 'shodan_org'}}  # Skip if already enriched
+                        {'exists': {'field': 'shodan_checked'}}
                     ]
                 }
             }
         }
         
-        events = self.event_stream(query_dsl=query, return_fields=['source_ip'])
+        try:
-        processed_count = 0
+            print(f"🚀 Starting Shodan enrichment in batches of {batch_size}")
-        skipped_count = 0
-        
-        for event in events:
-            source_ip = event.source.get('source_ip')
             
-            if source_ip:
+            # Process events in smaller chunks
-                # Skip if we've already processed this IP in this run
+            events = self.event_stream(query_dsl=query, return_fields=['source_ip'])
-                if source_ip in self.processed_ips:
+            processed_ips = set()
-                    skipped_count += 1
+            batch_count = 0
+            
+            for event in events:
+                source_ip = event.source.get('source_ip')
+                
+                if not source_ip:
                     continue
-                    
+                
-                if self._is_public_ip(source_ip):
+                if not self._is_public_ip(source_ip):
-                    print(f"Processing new IP: {source_ip}")
+                    # Mark private IPs as checked to skip them next time
-                    self.processed_ips.add(source_ip)
+                    event.add_attributes({'shodan_checked': True, 'shodan_private_ip': True})
-                    
+                    event.commit()
-                    shodan_data = self._get_shodan_data(source_ip)
+                    continue
-                    if shodan_data:
+                
-                        self._enrich_event(event, shodan_data)
+                # Skip if already processed in this batch
-                        processed_count += 1
+                if source_ip in processed_ips:
-                        print(f"✅ Enriched {source_ip} with Shodan data")
+                    event.add_attributes({'shodan_checked': True})
-                    else:
+                    event.commit()
-                        # Still mark as processed even if no data found
+                    continue
-                        self._mark_as_processed(event)
+                
-                        
+                processed_ips.add(source_ip)
-                    # Rate limiting
+                print(f"🔍 Processing IP ({batch_count + 1}/{batch_size}): {source_ip}")
-                    import time
+                
-                    time.sleep(1)
+                # Get Shodan data
+                shodan_data = self._get_shodan_data(source_ip)
+                
+                if shodan_data:
+                    self._enrich_event(event, shodan_data)
+                    enriched_count += 1
+                    print(f"✅ Enriched {source_ip} with Shodan data")
                 else:
-                    print(f"Skipping private IP: {source_ip}")
+                    # Mark as checked even if no data found
-        
+                    event.add_attributes({'shodan_checked': True, 'shodan_no_data': True})
-        return f"Processed {processed_count} IPs, skipped {skipped_count} duplicates"
+                    event.commit()
+                    print(f"❌ No Shodan data for {source_ip}")
+                
+                total_processed += 1
+                batch_count += 1
+                
+                # Rate limit and batch control
+                if batch_count >= batch_size:
+                    print(f"📊 Completed batch: processed {total_processed} events, enriched {enriched_count}")
+                    break
+                    
+                # Rate limiting between API calls
+                time.sleep(1)
+                
+        except Exception as e:
+            print(f"💥 Error during processing: {e}")
+            
+        return f"Processed {total_processed} events, enriched {enriched_count} with Shodan data"
     
     def _get_shodan_data(self, ip):
         """Fetch Shodan data for IP."""
@@ -76,26 +103,24 @@ class ShodanEnrichmentAnalyzer(interface.BaseAnalyzer):
             url = f"https://api.shodan.io/shodan/host/{ip}"
             params = {'key': self.shodan_api_key}
             
-            print(f"🔍 Querying Shodan for: {ip}")
             response = requests.get(url, params=params, timeout=10)
             
             if response.status_code == 200:
-                print(f"📊 Found Shodan data for {ip}")
                 return response.json()
             elif response.status_code == 404:
-                print(f"❌ No Shodan data for {ip}")
+                return None  # No data found
-                return None
             else:
-                print(f"⚠️ Shodan API error for {ip}: {response.status_code}")
+                print(f"⚠️ Shodan API error for {ip}: HTTP {response.status_code}")
                 return None
                 
         except Exception as e:
-            print(f"💥 Error fetching Shodan data for {ip}: {e}")
+            print(f"💥 Request error for {ip}: {e}")
             return None
     
     def _enrich_event(self, event, shodan_data):
         """Add Shodan data to the event."""
         try:
+            # Core enrichment data
             enrichment = {
                 'shodan_org': shodan_data.get('org', ''),
                 'shodan_isp': shodan_data.get('isp', ''),
@@ -104,37 +129,50 @@ class ShodanEnrichmentAnalyzer(interface.BaseAnalyzer):
                 'shodan_ports': shodan_data.get('ports', []),
                 'shodan_hostnames': shodan_data.get('hostnames', []),
                 'shodan_last_update': shodan_data.get('last_update', ''),
+                'shodan_checked': True
             }
             
-            # Add top services
+            # Add service information (top 3 services)
             if shodan_data.get('data'):
                 services = []
-                for service in shodan_data.get('data', [])[:3]:  # Top 3 services
+                for service in shodan_data.get('data', [])[:3]:
                     port = service.get('port', 'Unknown')
-                    product = service.get('product', 'Unknown')
+                    product = service.get('product', '')
-                    services.append(f"{port}/{product}")
+                    version = service.get('version', '')
+                    
+                    service_str = str(port)
+                    if product:
+                        service_str += f"/{product}"
+                        if version:
+                            service_str += f" {version}"
+                    
+                    services.append(service_str)
+                
                 enrichment['shodan_services'] = services
             
+            # Add vulnerability information if available
+            if shodan_data.get('vulns'):
+                enrichment['shodan_vulns'] = list(shodan_data.get('vulns', []))[:5]  # Top 5 vulns
+            
             event.add_attributes(enrichment)
             event.add_tags(['shodan-enriched'])
             event.commit()
             
         except Exception as e:
-            print(f"💥 Error enriching event: {e}")
+            print(f"💥 Error enriching event for {event.source.get('source_ip', 'unknown')}: {e}")
-    
+            # Still mark as checked to avoid reprocessing
-    def _mark_as_processed(self, event):
+            try:
-        """Mark event as processed even if no Shodan data found."""
+                event.add_attributes({'shodan_checked': True, 'shodan_error': str(e)})
-        try:
+                event.commit()
-            event.add_attributes({'shodan_checked': True})
+            except:
-            event.commit()
+                pass
-        except Exception:
-            pass
     
     def _is_public_ip(self, ip):
-        """Check if IP is public."""
+        """Check if IP is public (not private/reserved)."""
         try:
             ip_obj = ipaddress.ip_address(ip)
-            return ip_obj.is_global
+            # Check if IP is global (public) and not in reserved ranges
+            return ip_obj.is_global and not ip_obj.is_reserved
         except (ValueError, ipaddress.AddressValueError):
             return False