Merge pull request 'gradient-test' (#4) from gradient-test into main

Reviewed-on: mstoeck3/dnsrecon#4

README.md

@@ -22,7 +22,6 @@ For power users who require more in-depth information, DNScope can be configured
   * **In-Memory Graph Analysis**: Uses NetworkX for efficient relationship mapping.
   * **Real-Time Visualization**: The graph updates dynamically as the scan progresses.
   * **Forensic Logging**: A complete audit trail of all reconnaissance activities is maintained.
-  * **Confidence Scoring**: Relationships are weighted based on the reliability of the data source.
   * **Session Management**: Supports concurrent user sessions with isolated scanner instances.
   * **Extensible Provider Architecture**: Easily add new data sources to expand the tool's capabilities.
   * **Web-Based UI**: An intuitive and interactive web interface for managing scans and visualizing results.

app.py

@@ -332,7 +332,6 @@ def revert_graph_action():
                     scanner.graph.add_edge(
                         source_id=edge['from'], target_id=edge['to'],
                         relationship_type=edge['metadata']['relationship_type'],
-                        confidence_score=edge['metadata']['confidence_score'],
                         source_provider=edge['metadata']['source_provider'],
                         raw_data=edge.get('raw_data', {})
                     )

core/graph_manager.py

@@ -2,7 +2,7 @@
 
 """
 Graph data model for DNScope using NetworkX.
-Manages in-memory graph storage with confidence scoring and forensic metadata.
+Manages in-memory graph storage with forensic metadata.
 Now fully compatible with the unified ProviderResult data model.
 UPDATED: Fixed correlation exclusion keys to match actual attribute names.
 UPDATED: Removed export_json() method - now handled by ExportManager.
@@ -31,7 +31,7 @@ class NodeType(Enum):
 class GraphManager:
     """
     Thread-safe graph manager for DNScope infrastructure mapping.
-    Uses NetworkX for in-memory graph storage with confidence scoring.
+    Uses NetworkX for in-memory graph storage.
     Compatible with unified ProviderResult data model.
     """
 
@@ -83,7 +83,7 @@ class GraphManager:
         return is_new_node
 
     def add_edge(self, source_id: str, target_id: str, relationship_type: str,
-                confidence_score: float = 0.5, source_provider: str = "unknown",
+                source_provider: str = "unknown",
                 raw_data: Optional[Dict[str, Any]] = None) -> bool:
         """
         UPDATED: Add or update an edge between two nodes with raw relationship labels.
@@ -91,23 +91,13 @@ class GraphManager:
         if not self.graph.has_node(source_id) or not self.graph.has_node(target_id):
             return False
 
-        new_confidence = confidence_score
         
         # UPDATED: Use raw relationship type - no formatting
         edge_label = relationship_type
 
-        if self.graph.has_edge(source_id, target_id):
-            # If edge exists, update confidence if the new score is higher.
-            if new_confidence > self.graph.edges[source_id, target_id].get('confidence_score', 0):
-                self.graph.edges[source_id, target_id]['confidence_score'] = new_confidence
-                self.graph.edges[source_id, target_id]['updated_timestamp'] = datetime.now(timezone.utc).isoformat()
-                self.graph.edges[source_id, target_id]['updated_by'] = source_provider
-            return False
-
         # Add a new edge with raw attributes
         self.graph.add_edge(source_id, target_id,
                             relationship_type=edge_label,
-                            confidence_score=new_confidence,
                             source_provider=source_provider,
                             discovery_timestamp=datetime.now(timezone.utc).isoformat(),
                             raw_data=raw_data or {})
@@ -137,11 +127,6 @@ class GraphManager:
         """Get all nodes of a specific type."""
         return [n for n, d in self.graph.nodes(data=True) if d.get('type') == node_type.value]
 
-    def get_high_confidence_edges(self, min_confidence: float = 0.8) -> List[Tuple[str, str, Dict]]:
-        """Get edges with confidence score above a given threshold."""
-        return [(u, v, d) for u, v, d in self.graph.edges(data=True)
-                if d.get('confidence_score', 0) >= min_confidence]
-
     def get_graph_data(self) -> Dict[str, Any]:
         """
         Export graph data formatted for frontend visualization.
@@ -177,9 +162,9 @@ class GraphManager:
                 'from': source, 
                 'to': target,
                 'label': attrs.get('relationship_type', ''),
-                'confidence_score': attrs.get('confidence_score', 0),
                 'source_provider': attrs.get('source_provider', ''),
-                'discovery_timestamp': attrs.get('discovery_timestamp')
+                'discovery_timestamp': attrs.get('discovery_timestamp'),
+                'raw_data': attrs.get('raw_data', {})
             })
         
         return {
@@ -188,24 +173,6 @@ class GraphManager:
             'statistics': self.get_statistics()['basic_metrics']
         }
 
-    def _get_confidence_distribution(self) -> Dict[str, int]:
-        """Get distribution of edge confidence scores with empty graph handling."""
-        distribution = {'high': 0, 'medium': 0, 'low': 0}
-        
-        # FIXED: Handle empty graph case
-        if self.get_edge_count() == 0:
-            return distribution
-            
-        for _, _, data in self.graph.edges(data=True):
-            confidence = data.get('confidence_score', 0)
-            if confidence >= 0.8:
-                distribution['high'] += 1
-            elif confidence >= 0.6:
-                distribution['medium'] += 1
-            else:
-                distribution['low'] += 1
-        return distribution
-
     def get_statistics(self) -> Dict[str, Any]:
         """Get comprehensive statistics about the graph with proper empty graph handling."""
         
@@ -222,7 +189,6 @@ class GraphManager:
             },
             'node_type_distribution': {}, 
             'relationship_type_distribution': {},
-            'confidence_distribution': self._get_confidence_distribution(),
             'provider_distribution': {}
         }
         

core/logger.py

@@ -30,7 +30,6 @@ class RelationshipDiscovery:
     source_node: str
     target_node: str
     relationship_type: str
-    confidence_score: float
     provider: str
     raw_data: Dict[str, Any]
     discovery_method: str
@@ -157,7 +156,7 @@ class ForensicLogger:
             self.logger.info(f"API Request - {provider}: {url} - Status: {status_code}")
     
     def log_relationship_discovery(self, source_node: str, target_node: str,
-                                 relationship_type: str, confidence_score: float,
+                                 relationship_type: str,
                                  provider: str, raw_data: Dict[str, Any],
                                  discovery_method: str) -> None:
         """
@@ -167,7 +166,6 @@ class ForensicLogger:
             source_node: Source node identifier
             target_node: Target node identifier
             relationship_type: Type of relationship (e.g., 'SAN', 'A_Record')
-            confidence_score: Confidence score (0.0 to 1.0)
             provider: Provider that discovered this relationship
             raw_data: Raw data from provider response
             discovery_method: Method used to discover relationship
@@ -177,7 +175,6 @@ class ForensicLogger:
             source_node=source_node,
             target_node=target_node,
             relationship_type=relationship_type,
-            confidence_score=confidence_score,
             provider=provider,
             raw_data=raw_data,
             discovery_method=discovery_method
@@ -188,7 +185,7 @@ class ForensicLogger:
         
         self.logger.info(
             f"Relationship Discovered - {source_node} -> {target_node} "
-            f"({relationship_type}) - Confidence: {confidence_score:.2f} - Provider: {provider}"
+            f"({relationship_type}) - Provider: {provider}"
         )
     
     def log_scan_start(self, target_domain: str, recursion_depth: int, 
@@ -238,7 +235,6 @@ class ForensicLogger:
                 'successful_requests': len([req for req in provider_requests if req.error is None]),
                 'failed_requests': len([req for req in provider_requests if req.error is not None]),
                 'relationships_discovered': len(provider_relationships),
-                'avg_confidence': sum(rel.confidence_score for rel in provider_relationships) / len(provider_relationships) if provider_relationships else 0
             }
         
         return {

core/provider_result.py

@@ -18,33 +18,19 @@ class StandardAttribute:
     value: Any
     type: str
     provider: str
-    confidence: float
     timestamp: datetime = field(default_factory=lambda: datetime.now(timezone.utc))
     metadata: Optional[Dict[str, Any]] = field(default_factory=dict)
 
-    def __post_init__(self):
-        """Validate the attribute after initialization."""
-        if not isinstance(self.confidence, (int, float)) or not 0.0 <= self.confidence <= 1.0:
-            raise ValueError(f"Confidence must be between 0.0 and 1.0, got {self.confidence}")
-
-
 @dataclass
 class Relationship:
     """A unified data structure for a directional link between two nodes."""
     source_node: str
     target_node: str
     relationship_type: str
-    confidence: float
     provider: str
     timestamp: datetime = field(default_factory=lambda: datetime.now(timezone.utc))
     raw_data: Optional[Dict[str, Any]] = field(default_factory=dict)
 
-    def __post_init__(self):
-        """Validate the relationship after initialization."""
-        if not isinstance(self.confidence, (int, float)) or not 0.0 <= self.confidence <= 1.0:
-            raise ValueError(f"Confidence must be between 0.0 and 1.0, got {self.confidence}")
-
-
 @dataclass
 class ProviderResult:
     """A container for all data returned by a provider from a single query."""
@@ -52,8 +38,7 @@ class ProviderResult:
     relationships: List[Relationship] = field(default_factory=list)
 
     def add_attribute(self, target_node: str, name: str, value: Any, attr_type: str, 
-                     provider: str, confidence: float = 0.8, 
-                     metadata: Optional[Dict[str, Any]] = None) -> None:
+                     provider: str, metadata: Optional[Dict[str, Any]] = None) -> None:
         """Helper method to add an attribute to the result."""
         self.attributes.append(StandardAttribute(
             target_node=target_node,
@@ -61,19 +46,16 @@ class ProviderResult:
             value=value,
             type=attr_type,
             provider=provider,
-            confidence=confidence,
             metadata=metadata or {}
         ))
 
     def add_relationship(self, source_node: str, target_node: str, relationship_type: str,
-                        provider: str, confidence: float = 0.8, 
-                        raw_data: Optional[Dict[str, Any]] = None) -> None:
+                        provider: str, raw_data: Optional[Dict[str, Any]] = None) -> None:
         """Helper method to add a relationship to the result."""
         self.relationships.append(Relationship(
             source_node=source_node,
             target_node=target_node,
             relationship_type=relationship_type,
-            confidence=confidence,
             provider=provider,
             raw_data=raw_data or {}
         ))

core/scanner.py

@@ -586,6 +586,7 @@ class Scanner:
             if self.status in [ScanStatus.FINALIZING, ScanStatus.COMPLETED, ScanStatus.STOPPED]:
                 print(f"\n=== PHASE 2: Running correlation analysis ===")
                 self._run_correlation_phase(max_depth, processed_tasks)
+                self._update_session_state()
 
             # Determine the final status *after* finalization.
             if self._is_stop_requested():
@@ -847,7 +848,6 @@ class Scanner:
                     'source_node': rel.source_node,
                     'target_node': rel.target_node,
                     'relationship_type': rel.relationship_type,
-                    'confidence': rel.confidence,
                     'provider': rel.provider,
                     'raw_data': rel.raw_data
                 })
@@ -905,7 +905,6 @@ class Scanner:
                         source_id=rel_data['source_node'],
                         target_id=rel_data['target_node'],
                         relationship_type=rel_data['relationship_type'],
-                        confidence_score=rel_data['confidence'],
                         source_provider=rel_data['provider'],
                         raw_data=rel_data['raw_data']
                     )
@@ -931,7 +930,7 @@ class Scanner:
         
         # Re-enqueue the node for full processing
         is_ip = _is_valid_ip(node_id)
-        eligible_providers = self._get_eligible_providers(node_id, is_ip, False)
+        eligible_providers = self._get_eligible_providers(node_id, is_ip, False, is_extracted=True)
         for provider in eligible_providers:
             provider_name = provider.get_name()
             priority = self._get_priority(provider_name)
@@ -1012,7 +1011,6 @@ class Scanner:
             self.graph.add_edge(
                 visual_source, visual_target,
                 relationship.relationship_type,
-                relationship.confidence,
                 provider_name,
                 relationship.raw_data
             )
@@ -1035,7 +1033,7 @@ class Scanner:
         for attribute in provider_result.attributes:
             attr_dict = {
                 "name": attribute.name, "value": attribute.value, "type": attribute.type,
-                "provider": attribute.provider, "confidence": attribute.confidence, "metadata": attribute.metadata
+                "provider": attribute.provider, "metadata": attribute.metadata
             }
             attributes_by_node[attribute.target_node].append(attr_dict)
 
@@ -1136,7 +1134,7 @@ class Scanner:
             self.logger.logger.warning(f"Error initializing provider states for {target}: {e}")
 
 
-    def _get_eligible_providers(self, target: str, is_ip: bool, dns_only: bool) -> List:
+    def _get_eligible_providers(self, target: str, is_ip: bool, dns_only: bool, is_extracted: bool = False) -> List:
         """
         FIXED: Improved provider eligibility checking with better filtering.
         """
@@ -1148,7 +1146,7 @@ class Scanner:
         
         # Check if the target is part of a large entity
         is_in_large_entity = False
-        if self.graph.graph.has_node(target):
+        if self.graph.graph.has_node(target) and not is_extracted:
             metadata = self.graph.graph.nodes[target].get('metadata', {})
             if 'large_entity_id' in metadata:
                 is_in_large_entity = True

providers/base_provider.py

@@ -229,7 +229,6 @@ class BaseProvider(ABC):
 
     def log_relationship_discovery(self, source_node: str, target_node: str,
                                  relationship_type: str,
-                                 confidence_score: float,
                                  raw_data: Dict[str, Any],
                                  discovery_method: str) -> None:
         """
@@ -239,7 +238,6 @@ class BaseProvider(ABC):
             source_node: Source node identifier
             target_node: Target node identifier
             relationship_type: Type of relationship
-            confidence_score: Confidence score
             raw_data: Raw data from provider
             discovery_method: Method used for discovery
         """
@@ -249,7 +247,6 @@ class BaseProvider(ABC):
             source_node=source_node,
             target_node=target_node,
             relationship_type=relationship_type,
-            confidence_score=confidence_score,
             provider=self.name,
             raw_data=raw_data,
             discovery_method=discovery_method

providers/correlation_provider.py

@@ -1,7 +1,8 @@
-# DNScope/providers/correlation_provider.py
+# dnsrecon-reduced/providers/correlation_provider.py
 
 import re
 from typing import Dict, Any, List
+from datetime import datetime, timezone
 
 from .base_provider import BaseProvider
 from core.provider_result import ProviderResult
@@ -10,6 +11,7 @@ from core.graph_manager import NodeType, GraphManager
 class CorrelationProvider(BaseProvider):
     """
     A provider that finds correlations between nodes in the graph.
+    UPDATED: Enhanced with discovery timestamps for time-based edge coloring.
     """
 
     def __init__(self, name: str = "correlation", session_config=None):
@@ -22,6 +24,10 @@ class CorrelationProvider(BaseProvider):
         self.date_pattern = re.compile(r'^\d{4}-\d{2}-\d{2}[ T]\d{2}:\d{2}:\d{2}')
         self.EXCLUDED_KEYS = [
             'cert_source',
+            'a_records',
+            'mx_records',
+            'ns_records',
+            'ptr_records',
             'cert_issuer_ca_id',
             'cert_common_name',
             'cert_validity_period_days',
@@ -36,6 +42,8 @@ class CorrelationProvider(BaseProvider):
             'updated_timestamp',
             'discovery_timestamp',
             'query_timestamp',
+            'shodan_ip_str',
+            'shodan_a_record',
         ]
 
     def get_name(self) -> str:
@@ -61,12 +69,14 @@ class CorrelationProvider(BaseProvider):
     def query_domain(self, domain: str) -> ProviderResult:
         """
         Query the provider for information about a domain.
+        UPDATED: Enhanced with discovery timestamps for time-based edge coloring.
         """
         return self._find_correlations(domain)
 
     def query_ip(self, ip: str) -> ProviderResult:
         """
         Query the provider for information about an IP address.
+        UPDATED: Enhanced with discovery timestamps for time-based edge coloring.
         """
         return self._find_correlations(ip)
 
@@ -79,8 +89,10 @@ class CorrelationProvider(BaseProvider):
     def _find_correlations(self, node_id: str) -> ProviderResult:
         """
         Find correlations for a given node with enhanced filtering and error handling.
+        UPDATED: Enhanced with discovery timestamps for time-based edge coloring and list value processing.
         """
         result = ProviderResult()
+        discovery_time = datetime.now(timezone.utc)
         
         # Enhanced safety checks
         if not self.graph or not self.graph.graph.has_node(node_id):
@@ -103,20 +115,28 @@ class CorrelationProvider(BaseProvider):
                 attr_value = attr.get('value')
                 attr_provider = attr.get('provider', 'unknown')
 
+                # Prepare a list of values to iterate over
+                values_to_process = []
+                if isinstance(attr_value, list):
+                    values_to_process.extend(attr_value)
+                else:
+                    values_to_process.append(attr_value)
+
+                for value_item in values_to_process:
                     # Enhanced filtering logic
-                should_exclude = self._should_exclude_attribute(attr_name, attr_value)
+                    should_exclude = self._should_exclude_attribute(attr_name, value_item)
                     
                     if should_exclude:
                         continue
 
                     # Build correlation index
-                if attr_value not in self.correlation_index:
-                    self.correlation_index[attr_value] = {
+                    if value_item not in self.correlation_index:
+                        self.correlation_index[value_item] = {
                             'nodes': set(),
                             'sources': []
                         }
 
-                self.correlation_index[attr_value]['nodes'].add(node_id)
+                    self.correlation_index[value_item]['nodes'].add(node_id)
 
                     source_info = {
                         'node_id': node_id,
@@ -126,14 +146,14 @@ class CorrelationProvider(BaseProvider):
                     }
 
                     # Avoid duplicate sources
-                existing_sources = [s for s in self.correlation_index[attr_value]['sources']
+                    existing_sources = [s for s in self.correlation_index[value_item]['sources']
                                     if s['node_id'] == node_id and s['path'] == source_info['path']]
                     if not existing_sources:
-                    self.correlation_index[attr_value]['sources'].append(source_info)
+                        self.correlation_index[value_item]['sources'].append(source_info)
 
                     # Create correlation if we have multiple nodes with this value
-                if len(self.correlation_index[attr_value]['nodes']) > 1:
-                    self._create_correlation_relationships(attr_value, self.correlation_index[attr_value], result)
+                    if len(self.correlation_index[value_item]['nodes']) > 1:
+                        self._create_correlation_relationships(value_item, self.correlation_index[value_item], result, discovery_time)
                         correlations_found += 1
                     
             # Log correlation results
@@ -187,9 +207,11 @@ class CorrelationProvider(BaseProvider):
         
         return False
     
-    def _create_correlation_relationships(self, value: Any, correlation_data: Dict[str, Any], result: ProviderResult):
+    def _create_correlation_relationships(self, value: Any, correlation_data: Dict[str, Any], 
+                                        result: ProviderResult, discovery_time: datetime):
         """
         Create correlation relationships with enhanced deduplication and validation.
+        UPDATED: Enhanced with discovery timestamps for time-based edge coloring.
         """
         correlation_node_id = f"corr_{hash(str(value)) & 0x7FFFFFFF}"
         nodes = correlation_data['nodes']
@@ -216,7 +238,6 @@ class CorrelationProvider(BaseProvider):
             value=value,
             attr_type=str(type(value).__name__),
             provider=self.name,
-            confidence=0.9,
             metadata={
                 'correlated_nodes': list(nodes),
                 'sources': sources,
@@ -225,7 +246,7 @@ class CorrelationProvider(BaseProvider):
             }
         )
 
-        # Create relationships with source validation
+        # Create relationships with source validation and enhanced timestamps
         created_relationships = set()
         
         for source in sources:
@@ -240,19 +261,23 @@ class CorrelationProvider(BaseProvider):
                 
             relationship_label = f"corr_{provider}_{attribute}"
 
+            # Enhanced raw_data with discovery timestamp for time-based edge coloring
+            raw_data = {
+                'correlation_value': value,
+                'original_attribute': attribute,
+                'correlation_type': 'attribute_matching',
+                'correlation_size': len(nodes),
+                'discovery_timestamp': discovery_time.isoformat(),
+                'relevance_timestamp': discovery_time.isoformat()  # Correlation data is "fresh" when discovered
+            }
+
             # Add the relationship to the result
             result.add_relationship(
                 source_node=node_id,
                 target_node=correlation_node_id,
                 relationship_type=relationship_label,
                 provider=self.name,
-                confidence=0.9,
-                raw_data={
-                    'correlation_value': value,
-                    'original_attribute': attribute,
-                    'correlation_type': 'attribute_matching',
-                    'correlation_size': len(nodes)
-                }
+                raw_data=raw_data
             )
             
             created_relationships.add(relationship_key)

providers/crtsh_provider.py

@@ -18,6 +18,7 @@ class CrtShProvider(BaseProvider):
     Provider for querying crt.sh certificate transparency database.
     FIXED: Improved caching logic and error handling to prevent infinite retry loops.
     Returns standardized ProviderResult objects with caching support.
+    UPDATED: Enhanced with certificate timestamps for time-based edge coloring.
     """
     
     def __init__(self, name=None, session_config=None):
@@ -131,6 +132,7 @@ class CrtShProvider(BaseProvider):
     def query_domain(self, domain: str) -> ProviderResult:
         """
         FIXED: Simplified and more robust domain querying with better error handling.
+        UPDATED: Enhanced with certificate timestamps for time-based edge coloring.
         """
         if not _is_valid_domain(domain):
             return ProviderResult()
@@ -245,7 +247,6 @@ class CrtShProvider(BaseProvider):
                             target_node=rel_data.get("target_node", ""),
                             relationship_type=rel_data.get("relationship_type", ""),
                             provider=rel_data.get("provider", self.name),
-                            confidence=float(rel_data.get("confidence", 0.8)),
                             raw_data=rel_data.get("raw_data", {})
                         )
                     except (ValueError, TypeError) as e:
@@ -265,7 +266,6 @@ class CrtShProvider(BaseProvider):
                             value=attr_data.get("value"),
                             attr_type=attr_data.get("type", "unknown"),
                             provider=attr_data.get("provider", self.name),
-                            confidence=float(attr_data.get("confidence", 0.9)),
                             metadata=attr_data.get("metadata", {})
                         )
                     except (ValueError, TypeError) as e:
@@ -293,7 +293,6 @@ class CrtShProvider(BaseProvider):
                         "source_node": rel.source_node,
                         "target_node": rel.target_node,
                         "relationship_type": rel.relationship_type,
-                        "confidence": rel.confidence,
                         "provider": rel.provider,
                         "raw_data": rel.raw_data
                     } for rel in result.relationships
@@ -305,7 +304,6 @@ class CrtShProvider(BaseProvider):
                         "value": attr.value,
                         "type": attr.type,
                         "provider": attr.provider,
-                        "confidence": attr.confidence,
                         "metadata": attr.metadata
                     } for attr in result.attributes
                 ]
@@ -372,6 +370,7 @@ class CrtShProvider(BaseProvider):
         """
         Process certificates to create proper domain and CA nodes.
         FIXED: Better error handling and progress tracking.
+        UPDATED: Enhanced with certificate timestamps for time-based edge coloring.
         """
         result = ProviderResult()
 
@@ -391,8 +390,7 @@ class CrtShProvider(BaseProvider):
                 name="crtsh_data_warning",
                 value=incompleteness_warning,
                 attr_type='metadata',
-                provider=self.name,
-                confidence=1.0
+                provider=self.name
             )
 
         all_discovered_domains = set()
@@ -415,16 +413,28 @@ class CrtShProvider(BaseProvider):
                 if cert_domains:
                     all_discovered_domains.update(cert_domains)
 
-                # Create CA nodes for certificate issuers
+                # Create CA nodes for certificate issuers with timestamp
                 issuer_name = self._parse_issuer_organization(cert_data.get('issuer_name', ''))
                 if issuer_name and issuer_name not in processed_issuers:
+                    # Enhanced raw_data with certificate timestamp for time-based edge coloring
+                    issuer_raw_data = {'issuer_dn': cert_data.get('issuer_name', '')}
+                    
+                    # Add certificate issue date (not_before) as relevance timestamp
+                    not_before = cert_data.get('not_before')
+                    if not_before:
+                        try:
+                            not_before_date = self._parse_certificate_date(not_before)
+                            issuer_raw_data['cert_not_before'] = not_before_date.isoformat()
+                            issuer_raw_data['relevance_timestamp'] = not_before_date.isoformat()  # Standardized field
+                        except Exception as e:
+                            self.logger.logger.debug(f"Failed to parse not_before date for issuer: {e}")
+                    
                     result.add_relationship(
                         source_node=query_domain,
                         target_node=issuer_name,
                         relationship_type='crtsh_cert_issuer',
                         provider=self.name,
-                        confidence=0.95,
-                        raw_data={'issuer_dn': cert_data.get('issuer_name', '')}
+                        raw_data=issuer_raw_data
                     )
                     processed_issuers.add(issuer_name)
 
@@ -442,7 +452,6 @@ class CrtShProvider(BaseProvider):
                                 value=value,
                                 attr_type='certificate_data',
                                 provider=self.name,
-                                confidence=0.9,
                                 metadata={'certificate_id': cert_data.get('id')}
                             )
                 
@@ -457,7 +466,7 @@ class CrtShProvider(BaseProvider):
             self.logger.logger.info(f"CrtSh query cancelled before relationship creation for domain: {query_domain}")
             return result
 
-        # Create selective relationships to avoid large entities
+        # Create selective relationships to avoid large entities with enhanced timestamps
         relationships_created = 0
         for discovered_domain in all_discovered_domains:
             if discovered_domain == query_domain:
@@ -467,25 +476,36 @@ class CrtShProvider(BaseProvider):
                 continue
 
             if self._should_create_relationship(query_domain, discovered_domain):
-                confidence = self._calculate_domain_relationship_confidence(
-                    query_domain, discovered_domain, [], all_discovered_domains
+                # Enhanced raw_data with certificate timestamp for domain relationships
+                domain_raw_data = {'relationship_type': 'certificate_discovery'}
+                
+                # Find the most recent certificate for this domain pair to use as timestamp
+                most_recent_cert = self._find_most_recent_cert_for_domains(
+                    certificates, query_domain, discovered_domain
                 )
+                if most_recent_cert:
+                    not_before = most_recent_cert.get('not_before')
+                    if not_before:
+                        try:
+                            not_before_date = self._parse_certificate_date(not_before)
+                            domain_raw_data['cert_not_before'] = not_before_date.isoformat()
+                            domain_raw_data['relevance_timestamp'] = not_before_date.isoformat()
+                        except Exception as e:
+                            self.logger.logger.debug(f"Failed to parse not_before date for domain relationship: {e}")
 
                 result.add_relationship(
                     source_node=query_domain,
                     target_node=discovered_domain,
                     relationship_type='crtsh_san_certificate',
                     provider=self.name,
-                    confidence=confidence,
-                    raw_data={'relationship_type': 'certificate_discovery'}
+                    raw_data=domain_raw_data
                 )
 
                 self.log_relationship_discovery(
                     source_node=query_domain,
                     target_node=discovered_domain,
                     relationship_type='crtsh_san_certificate',
-                    confidence_score=confidence,
-                    raw_data={'relationship_type': 'certificate_discovery'},
+                    raw_data=domain_raw_data,
                     discovery_method="certificate_transparency_analysis"
                 )
                 relationships_created += 1
@@ -493,6 +513,31 @@ class CrtShProvider(BaseProvider):
         self.logger.logger.info(f"CrtSh processing completed for {query_domain}: processed {processed_certs}/{len(certificates)} certificates, {len(all_discovered_domains)} domains, {relationships_created} relationships")
         return result
 
+    def _find_most_recent_cert_for_domains(self, certificates: List[Dict[str, Any]], 
+                                         domain1: str, domain2: str) -> Optional[Dict[str, Any]]:
+        """
+        Find the most recent certificate that contains both domains.
+        Used for determining the relevance timestamp for domain relationships.
+        """
+        most_recent_cert = None
+        most_recent_date = None
+        
+        for cert in certificates:
+            # Check if this certificate contains both domains
+            cert_domains = self._extract_domains_from_certificate(cert)
+            if domain1 in cert_domains and domain2 in cert_domains:
+                not_before = cert.get('not_before')
+                if not_before:
+                    try:
+                        cert_date = self._parse_certificate_date(not_before)
+                        if most_recent_date is None or cert_date > most_recent_date:
+                            most_recent_date = cert_date
+                            most_recent_cert = cert
+                    except Exception:
+                        continue
+        
+        return most_recent_cert
+
     # [Rest of the methods remain the same as in the original file]
     def _should_create_relationship(self, source_domain: str, target_domain: str) -> bool:
         """
@@ -664,25 +709,6 @@ class CrtShProvider(BaseProvider):
 
         return [d for d in final_domains if _is_valid_domain(d)]
 
-    def _calculate_domain_relationship_confidence(self, domain1: str, domain2: str, 
-                                                shared_certificates: List[Dict[str, Any]],
-                                                all_discovered_domains: Set[str]) -> float:
-        """Calculate confidence score for domain relationship based on various factors."""
-        base_confidence = 0.9
-        
-        relationship_context = self._determine_relationship_context(domain2, domain1)
-        
-        if relationship_context == 'exact_match':
-            context_bonus = 0.0
-        elif relationship_context == 'subdomain':
-            context_bonus = 0.1
-        elif relationship_context == 'parent_domain':
-            context_bonus = 0.05
-        else:
-            context_bonus = 0.0
-        
-        final_confidence = base_confidence + context_bonus
-        return max(0.1, min(1.0, final_confidence))
 
     def _determine_relationship_context(self, cert_domain: str, query_domain: str) -> str:
         """Determine the context of the relationship between certificate domain and query domain."""

providers/dns_provider.py

@@ -2,6 +2,7 @@
 
 from dns import resolver, reversename
 from typing import Dict
+from datetime import datetime, timezone
 from .base_provider import BaseProvider
 from core.provider_result import ProviderResult
 from utils.helpers import _is_valid_ip, _is_valid_domain, get_ip_version
@@ -11,6 +12,7 @@ class DNSProvider(BaseProvider):
     """
     Provider for standard DNS resolution and reverse DNS lookups.
     Now returns standardized ProviderResult objects with IPv4 and IPv6 support.
+    UPDATED: Enhanced with discovery timestamps for time-based edge coloring.
     """
 
     def __init__(self, name=None, session_config=None):
@@ -51,6 +53,7 @@ class DNSProvider(BaseProvider):
         """
         Query DNS records for the domain to discover relationships and attributes.
         FIXED: Now creates separate attributes for each DNS record type.
+        UPDATED: Enhanced with discovery timestamps for time-based edge coloring.
         
         Args:
             domain: Domain to investigate
@@ -62,11 +65,12 @@ class DNSProvider(BaseProvider):
             return ProviderResult()
 
         result = ProviderResult()
+        discovery_time = datetime.now(timezone.utc)
 
         # Query all record types - each gets its own attribute
         for record_type in ['A', 'AAAA', 'CNAME', 'MX', 'NS', 'SOA', 'TXT', 'SRV', 'CAA']:
             try:
-                self._query_record(domain, record_type, result)
+                self._query_record(domain, record_type, result, discovery_time)
             #except resolver.NoAnswer:
                 # This is not an error, just a confirmation that the record doesn't exist.
                 #self.logger.logger.debug(f"No {record_type} record found for {domain}")
@@ -79,6 +83,7 @@ class DNSProvider(BaseProvider):
     def query_ip(self, ip: str) -> ProviderResult:
         """
         Query reverse DNS for the IP address (supports both IPv4 and IPv6).
+        UPDATED: Enhanced with discovery timestamps for time-based edge coloring.
 
         Args:
             ip: IP address to investigate (IPv4 or IPv6)
@@ -91,6 +96,7 @@ class DNSProvider(BaseProvider):
 
         result = ProviderResult()
         ip_version = get_ip_version(ip)
+        discovery_time = datetime.now(timezone.utc)
 
         try:
             # Perform reverse DNS lookup (works for both IPv4 and IPv6)
@@ -112,20 +118,24 @@ class DNSProvider(BaseProvider):
                         relationship_type = 'dns_a_record'
                         record_prefix = 'A'
                     
+                    # Enhanced raw_data with discovery timestamp for time-based edge coloring
+                    raw_data = {
+                        'query_type': 'PTR',
+                        'ip_address': ip,
+                        'ip_version': ip_version,
+                        'hostname': hostname,
+                        'ttl': response.ttl,
+                        'discovery_timestamp': discovery_time.isoformat(),
+                        'relevance_timestamp': discovery_time.isoformat()  # DNS data is "fresh" when discovered
+                    }
+                    
                     # Add the relationship
                     result.add_relationship(
                         source_node=ip,
                         target_node=hostname,
                         relationship_type='dns_ptr_record',
                         provider=self.name,
-                        confidence=0.8,
-                        raw_data={
-                            'query_type': 'PTR',
-                            'ip_address': ip,
-                            'ip_version': ip_version,
-                            'hostname': hostname,
-                            'ttl': response.ttl
-                        }
+                        raw_data=raw_data
                     )
 
                     # Add to PTR records list
@@ -136,14 +146,7 @@ class DNSProvider(BaseProvider):
                         source_node=ip,
                         target_node=hostname,
                         relationship_type='dns_ptr_record',
-                        confidence_score=0.8,
-                        raw_data={
-                            'query_type': 'PTR',
-                            'ip_address': ip,
-                            'ip_version': ip_version,
-                            'hostname': hostname,
-                            'ttl': response.ttl
-                        },
+                        raw_data=raw_data,
                         discovery_method=f"reverse_dns_lookup_ipv{ip_version}"
                     )
 
@@ -155,7 +158,6 @@ class DNSProvider(BaseProvider):
                     value=ptr_records,
                     attr_type='dns_record',
                     provider=self.name,
-                    confidence=0.8,
                     metadata={'ttl': response.ttl, 'ip_version': ip_version}
                 )
 
@@ -170,10 +172,11 @@ class DNSProvider(BaseProvider):
 
         return result
 
-    def _query_record(self, domain: str, record_type: str, result: ProviderResult) -> None:
+    def _query_record(self, domain: str, record_type: str, result: ProviderResult, discovery_time: datetime) -> None:
         """
         FIXED: Query DNS records with unique attribute names for each record type.
         Enhanced to better handle IPv6 AAAA records.
+        UPDATED: Enhanced with discovery timestamps for time-based edge coloring.
         """
         try:
             self.total_requests += 1
@@ -217,18 +220,20 @@ class DNSProvider(BaseProvider):
                     if record_type in ['A', 'AAAA'] and _is_valid_ip(target):
                         ip_version = get_ip_version(target)
                     
+                    # Enhanced raw_data with discovery timestamp for time-based edge coloring
                     raw_data = {
                         'query_type': record_type,
                         'domain': domain,
                         'value': target,
-                        'ttl': response.ttl
+                        'ttl': response.ttl,
+                        'discovery_timestamp': discovery_time.isoformat(),
+                        'relevance_timestamp': discovery_time.isoformat()  # DNS data is "fresh" when discovered
                     }
                     
                     if ip_version:
                         raw_data['ip_version'] = ip_version
                     
                     relationship_type = f"dns_{record_type.lower()}_record"
-                    confidence = 0.8
 
                     # Add relationship
                     result.add_relationship(
@@ -236,7 +241,6 @@ class DNSProvider(BaseProvider):
                         target_node=target,
                         relationship_type=relationship_type,
                         provider=self.name,
-                        confidence=confidence,
                         raw_data=raw_data
                     )
 
@@ -252,7 +256,6 @@ class DNSProvider(BaseProvider):
                         source_node=domain,
                         target_node=target,
                         relationship_type=relationship_type,
-                        confidence_score=confidence,
                         raw_data=raw_data,
                         discovery_method=discovery_method
                     )
@@ -276,7 +279,6 @@ class DNSProvider(BaseProvider):
                     value=dns_records,
                     attr_type='dns_record_list',
                     provider=self.name,
-                    confidence=0.8,
                     metadata=metadata
                 )
 

providers/shodan_provider.py

@@ -15,6 +15,7 @@ class ShodanProvider(BaseProvider):
     """
     Provider for querying Shodan API for IP address information.
     Now returns standardized ProviderResult objects with caching support for IPv4 and IPv6.
+    UPDATED: Enhanced with last_seen timestamp for time-based edge coloring.
     """
 
     def __init__(self, name=None, session_config=None):
@@ -145,6 +146,7 @@ class ShodanProvider(BaseProvider):
         """
         Query Shodan for information about an IP address (IPv4 or IPv6), with caching of processed data.
         FIXED: Proper 404 handling to prevent unnecessary retries.
+        UPDATED: Enhanced with last_seen timestamp extraction for time-based edge coloring.
         
         Args:
             ip: IP address to investigate (IPv4 or IPv6)
@@ -304,7 +306,6 @@ class ShodanProvider(BaseProvider):
                     target_node=rel_data["target_node"],
                     relationship_type=rel_data["relationship_type"],
                     provider=rel_data["provider"],
-                    confidence=rel_data["confidence"],
                     raw_data=rel_data.get("raw_data", {})
                 )
             
@@ -316,7 +317,6 @@ class ShodanProvider(BaseProvider):
                     value=attr_data["value"],
                     attr_type=attr_data["type"],
                     provider=attr_data["provider"],
-                    confidence=attr_data["confidence"],
                     metadata=attr_data.get("metadata", {})
                 )
             
@@ -336,7 +336,6 @@ class ShodanProvider(BaseProvider):
                         "source_node": rel.source_node,
                         "target_node": rel.target_node,
                         "relationship_type": rel.relationship_type,
-                        "confidence": rel.confidence,
                         "provider": rel.provider,
                         "raw_data": rel.raw_data
                     } for rel in result.relationships
@@ -348,7 +347,6 @@ class ShodanProvider(BaseProvider):
                         "value": attr.value,
                         "type": attr.type,
                         "provider": attr.provider,
-                        "confidence": attr.confidence,
                         "metadata": attr.metadata
                     } for attr in result.attributes
                 ]
@@ -362,25 +360,40 @@ class ShodanProvider(BaseProvider):
         """
         VERIFIED: Process Shodan data creating ISP nodes with ASN attributes and proper relationships.
         Enhanced to include IP version information for IPv6 addresses.
+        UPDATED: Enhanced with last_seen timestamp for time-based edge coloring.
         """
         result = ProviderResult()
         
         # Determine IP version for metadata
         ip_version = get_ip_version(ip)
 
+        # Extract last_seen timestamp for time-based edge coloring
+        last_seen = data.get('last_seen')
+        
         # VERIFIED: Extract ISP information and create proper ISP node with ASN
         isp_name = data.get('org')
         asn_value = data.get('asn')
 
         if isp_name and asn_value:
+            # Enhanced raw_data with last_seen timestamp
+            raw_data = {
+                'asn': asn_value, 
+                'shodan_org': isp_name, 
+                'ip_version': ip_version
+            }
+            
+            # Add last_seen timestamp if available
+            if last_seen:
+                raw_data['last_seen'] = last_seen
+                raw_data['relevance_timestamp'] = last_seen  # Standardized field for time-based coloring
+            
             # Create relationship from IP to ISP
             result.add_relationship(
                 source_node=ip,
                 target_node=isp_name,
                 relationship_type='shodan_isp',
                 provider=self.name,
-                confidence=0.9,
-                raw_data={'asn': asn_value, 'shodan_org': isp_name, 'ip_version': ip_version}
+                raw_data=raw_data
             )
             
             # Add ASN as attribute to the ISP node
@@ -390,7 +403,6 @@ class ShodanProvider(BaseProvider):
                 value=asn_value,
                 attr_type='isp_info',
                 provider=self.name,
-                confidence=0.9,
                 metadata={'description': 'Autonomous System Number from Shodan', 'ip_version': ip_version}
             )
             
@@ -401,7 +413,6 @@ class ShodanProvider(BaseProvider):
                 value=isp_name,
                 attr_type='isp_info',
                 provider=self.name,
-                confidence=0.9,
                 metadata={'description': 'Organization name from Shodan', 'ip_version': ip_version}
             )
 
@@ -416,20 +427,24 @@ class ShodanProvider(BaseProvider):
                         else:
                             relationship_type = 'shodan_a_record'
                         
+                        # Enhanced raw_data with last_seen timestamp
+                        hostname_raw_data = {**data, 'ip_version': ip_version}
+                        if last_seen:
+                            hostname_raw_data['last_seen'] = last_seen
+                            hostname_raw_data['relevance_timestamp'] = last_seen
+                        
                         result.add_relationship(
                             source_node=ip,
                             target_node=hostname,
                             relationship_type=relationship_type,
                             provider=self.name,
-                            confidence=0.8,
-                            raw_data={**data, 'ip_version': ip_version}
+                            raw_data=hostname_raw_data
                         )
                         self.log_relationship_discovery(
                             source_node=ip,
                             target_node=hostname,
                             relationship_type=relationship_type,
-                            confidence_score=0.8,
-                            raw_data={**data, 'ip_version': ip_version},
+                            raw_data=hostname_raw_data,
                             discovery_method=f"shodan_host_lookup_ipv{ip_version}"
                         )
             elif key == 'ports':
@@ -441,7 +456,6 @@ class ShodanProvider(BaseProvider):
                         value=port,
                         attr_type='shodan_network_info',
                         provider=self.name,
-                        confidence=0.9,
                         metadata={'ip_version': ip_version}
                     )
             elif isinstance(value, (str, int, float, bool)) and value is not None:
@@ -452,7 +466,6 @@ class ShodanProvider(BaseProvider):
                     value=value,
                     attr_type='shodan_info',
                     provider=self.name,
-                    confidence=0.9,
                     metadata={'ip_version': ip_version}
                 )
 

static/css/main.css

@@ -326,6 +326,20 @@ input[type="text"]:focus, select:focus {
     animation: progressGlow 2s ease-in-out infinite alternate;
 }
 
+.gradient-bar {
+    height: 4px;
+    background: linear-gradient(to right, #6b7280, #00bfff);
+    border-radius: 2px;
+    margin: 0.2rem 0;
+}
+
+.gradient-labels {
+    display: flex;
+    justify-content: space-between;
+    font-size: 0.6rem;
+    color: #888;
+}
+
 @keyframes progressShimmer {
     0% { transform: translateX(-100%); }
     100% { transform: translateX(100%); }
@@ -380,32 +394,59 @@ input[type="text"]:focus, select:focus {
     color: #999;
 }
 
-/* Graph Controls */
+/* Enhanced graph controls layout */
 .graph-controls {
-    position: absolute;
-    top: 8px;
-    right: 8px;
-    z-index: 10;
     display: flex;
+    flex-direction: column;
     gap: 0.3rem;
+    position: absolute;
+    top: 10px;
+    right: 10px;
+    background: rgba(26, 26, 26, 0.9);
+    padding: 0.5rem;
+    border-radius: 6px;
+    border: 1px solid #444;
+    box-shadow: 0 4px 15px rgba(0, 0, 0, 0.5);
+    z-index: 100;
+    min-width: 200px;
 }
 
-.graph-control-btn, .btn-icon-small {
-    background: rgba(42, 42, 42, 0.9);
+.graph-control-btn {
+    background: linear-gradient(135deg, #2a2a2a 0%, #1e1e1e 100%);
     border: 1px solid #555;
     color: #c7c7c7;
-    padding: 0.3rem 0.5rem;
-    font-family: 'Roboto Mono', monospace;
-    font-size: 0.7rem;
+    padding: 0.4rem 0.8rem;
+    border-radius: 4px;
     cursor: pointer;
-    transition: all 0.3s ease;
+    font-family: 'Roboto Mono', monospace;
+    font-size: 0.8rem;
+    transition: all 0.2s ease;
+    text-align: center;
 }
 
-.graph-control-btn:hover, .btn-icon-small:hover {
+.graph-control-btn:hover {
+    background: linear-gradient(135deg, #3a3a3a 0%, #2e2e2e 100%);
     border-color: #00ff41;
     color: #00ff41;
 }
 
+.graph-control-btn:disabled {
+    opacity: 0.5;
+    cursor: not-allowed;
+}
+
+.manual-refresh-btn {
+    background: linear-gradient(135deg, #4a4a2a 0%, #3e3e1e 100%);
+    border-color: #ffaa00;
+    color: #ffaa00;
+}
+
+.manual-refresh-btn:hover {
+    background: linear-gradient(135deg, #5a5a3a 0%, #4e4e2e 100%);
+    color: #ffcc33;
+    border-color: #ffcc33;
+}
+
 .graph-filter-panel {
     position: absolute;
     bottom: 8px;
@@ -500,14 +541,6 @@ input[type="text"]:focus, select:focus {
     height: 2px;
 }
 
-.legend-edge.high-confidence {
-    background: #00ff41;
-}
-
-.legend-edge.medium-confidence {
-    background: #ff9900;
-}
-
 /* Provider Panel */
 .provider-panel {
     grid-area: providers;
@@ -987,11 +1020,6 @@ input[type="text"]:focus, select:focus {
     border-radius: 2px;
 }
 
-.confidence-indicator {
-    font-size: 0.6rem;
-    letter-spacing: 1px;
-}
-
 .node-link-compact {
     color: #00aaff;
     text-decoration: none;
@@ -1095,6 +1123,56 @@ input[type="text"]:focus, select:focus {
     border-left: 3px solid #00aaff;
 }
 
+.time-control-container {
+    margin-bottom: 0.5rem;
+    padding: 0.5rem;
+    background: rgba(42, 42, 42, 0.3);
+    border-radius: 4px;
+    border: 1px solid #444;
+}
+
+.time-control-label {
+    font-size: 0.8rem;
+    color: #c7c7c7;
+    margin-bottom: 0.3rem;
+    display: block;
+    font-family: 'Roboto Mono', monospace;
+}
+
+.time-control-input {
+    width: 100%;
+    padding: 0.3rem;
+    background: #1a1a1a;
+    border: 1px solid #555;
+    border-radius: 3px;
+    color: #c7c7c7;
+    font-family: 'Roboto Mono', monospace;
+    font-size: 0.75rem;
+}
+
+.time-control-input:focus {
+    outline: none;
+    border-color: #00ff41;
+    box-shadow: 0 0 5px rgba(0, 255, 65, 0.3);
+}
+
+.time-gradient-info {
+    font-size: 0.7rem;
+    color: #999;
+    margin-top: 0.3rem;
+    text-align: center;
+    font-family: 'Roboto Mono', monospace;
+}
+
+/* Edge color legend for time-based gradient */
+.time-gradient-legend {
+    margin-top: 0.5rem;
+    padding: 0.3rem;
+    background: rgba(26, 26, 26, 0.5);
+    border-radius: 3px;
+    border: 1px solid #333;
+}
+
 /* Settings Modal Specific */
 .provider-toggle {
     appearance: none !important;
@@ -1324,16 +1402,16 @@ input[type="password"]:focus {
     .provider-list {
         grid-template-columns: 1fr;
     }
+
+    .graph-controls {
+        position: relative;
+        top: auto;
+        right: auto;
+        margin-bottom: 1rem;
+        min-width: auto;
     }
     
-.manual-refresh-btn {
-    background: rgba(92, 76, 44, 0.9) !important; /* Orange/amber background */
-    border: 1px solid #7a6a3a !important;
-    color: #ffcc00 !important; /* Bright yellow text */
+    .time-control-input {
+        font-size: 0.7rem;
     }
-
-.manual-refresh-btn:hover {
-    border-color: #ffcc00 !important;
-    color: #fff !important;
-    background: rgba(112, 96, 54, 0.9) !important;
 }

static/js/main.js

@@ -224,12 +224,6 @@ class DNScopeApp {
                     if (e.target === this.elements.settingsModal) this.hideSettingsModal();
                 });
             }
-            if (this.elements.saveApiKeys) {
-                this.elements.saveApiKeys.removeEventListener('click', this.saveApiKeys);
-            }
-            if (this.elements.resetApiKeys) {
-                this.elements.resetApiKeys.removeEventListener('click', this.resetApiKeys);
-            }
             
             // Setup new handlers
             const saveSettingsBtn = document.getElementById('save-settings');
@@ -855,7 +849,7 @@ class DNScopeApp {
                 
                 // Do final graph update when scan completes
                 console.log('Scan completed - performing final graph update');
-                setTimeout(() => this.updateGraph(), 100);
+                setTimeout(() => this.updateGraph(), 1000);
                 break;
                 
             case 'failed':
@@ -1722,17 +1716,9 @@ class DNScopeApp {
         return groups;
     }
 
-    formatEdgeLabel(relationshipType, confidence) {
-        if (!relationshipType) return '';
-
-        const confidenceText = confidence >= 0.8 ? '●' : confidence >= 0.6 ? '◐' : '○';
-        return `${relationshipType} ${confidenceText}`;
-    }
-
     createEdgeTooltip(edge) {
         let tooltip = `<div style="font-family: 'Roboto Mono', monospace; font-size: 11px;">`;
         tooltip += `<div style="color: #00ff41; font-weight: bold; margin-bottom: 4px;">${edge.label || 'Relationship'}</div>`;
-        tooltip += `<div style="color: #999; margin-bottom: 2px;">Confidence: ${(edge.confidence_score * 100).toFixed(1)}%</div>`;
         
         // UPDATED: Use raw provider name (no formatting)
         if (edge.source_provider) {
@@ -1872,7 +1858,7 @@ class DNScopeApp {
                 html += `
                     <div class="relationship-compact-item">
                         <span class="node-link-compact" data-node-id="${innerNodeId}">${innerNodeId}</span>
-                        <button class="btn-icon-small extract-node-btn" 
+                        <button class="graph-control-btn extract-node-btn" 
                                 title="Extract to graph"
                                 data-large-entity-id="${largeEntityId}" 
                                 data-node-id="${innerNodeId}">[+]</button>
@@ -1899,8 +1885,6 @@ class DNScopeApp {
             `;
             
             node.incoming_edges.forEach(edge => {
-                const confidence = edge.data.confidence_score || 0;
-                const confidenceClass = confidence >= 0.8 ? 'high' : confidence >= 0.6 ? 'medium' : 'low';
                 
                 html += `
                     <div class="relationship-item">
@@ -1909,9 +1893,6 @@ class DNScopeApp {
                         </div>
                         <div class="relationship-type">
                             <span class="relation-label">${edge.data.relationship_type}</span>
-                            <span class="confidence-indicator confidence-${confidenceClass}" title="Confidence: ${(confidence * 100).toFixed(1)}%">
-                                ${'●'.repeat(Math.ceil(confidence * 3))}
-                            </span>
                         </div>
                     </div>
                 `;
@@ -1930,9 +1911,6 @@ class DNScopeApp {
             `;
             
             node.outgoing_edges.forEach(edge => {
-                const confidence = edge.data.confidence_score || 0;
-                const confidenceClass = confidence >= 0.8 ? 'high' : confidence >= 0.6 ? 'medium' : 'low';
-                
                 html += `
                     <div class="relationship-item">
                         <div class="relationship-target node-link" data-node-id="${edge.to}">
@@ -1940,9 +1918,6 @@ class DNScopeApp {
                         </div>
                         <div class="relationship-type">
                             <span class="relation-label">${edge.data.relationship_type}</span>
-                            <span class="confidence-indicator confidence-${confidenceClass}" title="Confidence: ${(confidence * 100).toFixed(1)}%">
-                                ${'●'.repeat(Math.ceil(confidence * 3))}
-                            </span>
                         </div>
                     </div>
                 `;
@@ -2362,51 +2337,6 @@ class DNScopeApp {
         }
     }
         
-    /**
-     * Save API Keys
-     */
-    async saveApiKeys() {
-        const inputs = this.elements.apiKeyInputs.querySelectorAll('input');
-        const keys = {};
-        inputs.forEach(input => {
-            const provider = input.dataset.provider;
-            const value = input.value.trim();
-            if (provider && value) {
-                keys[provider] = value;
-            }
-        });
-
-        if (Object.keys(keys).length === 0) {
-            this.showWarning('No API keys were entered.');
-            return;
-        }
-
-        try {
-            const response = await this.apiCall('/api/config/api-keys', 'POST', keys);
-            if (response.success) {
-                this.showSuccess(response.message);
-                this.hideSettingsModal();
-                this.loadProviders(); // Refresh provider status
-            } else {
-                throw new Error(response.error || 'Failed to save API keys');
-            }
-        } catch (error) {
-            this.showError(`Error saving API keys: ${error.message}`);
-        }
-    }
-
-    /**
-     * Reset API Key fields
-     */
-    resetApiKeys() {
-        const inputs = this.elements.apiKeyInputs.querySelectorAll('input');
-        inputs.forEach(input => {
-            input.value = '';
-        });
-    }
-    
-
-        
     /**
      * Make API call to server
      * @param {string} endpoint - API endpoint

utils/export_manager.py

@@ -188,7 +188,6 @@ class ExportManager:
                     f"  - Type: {domain_info['classification']}",
                     f"  - Connected IPs: {len(domain_info['ips'])}",
                     f"  - Certificate Status: {domain_info['cert_status']}",
-                    f"  - Relationship Confidence: {domain_info['avg_confidence']:.2f}",
                 ])
                 
                 if domain_info['security_notes']:
@@ -247,11 +246,9 @@ class ExportManager:
             ])
             
             for rel in key_relationships[:8]:  # Top 8 relationships
-                confidence_desc = self._describe_confidence(rel['confidence'])
                 report.extend([
                     f"• {rel['source']} → {rel['target']}",
                     f"  - Relationship: {self._humanize_relationship_type(rel['type'])}",
-                    f"  - Evidence Strength: {confidence_desc} ({rel['confidence']:.2f})",
                     f"  - Discovery Method: {rel['provider']}",
                     ""
                 ])
@@ -291,21 +288,15 @@ class ExportManager:
             "Data Quality Assessment:",
             f"• Total API Requests: {audit_trail.get('session_metadata', {}).get('total_requests', 0)}",
             f"• Data Providers Used: {len(audit_trail.get('session_metadata', {}).get('providers_used', []))}",
-            f"• Relationship Confidence Distribution:",
         ])
         
-        # Confidence distribution
-        confidence_dist = self._calculate_confidence_distribution(edges)
-        for level, count in confidence_dist.items():
-            percentage = (count / len(edges) * 100) if edges else 0
-            report.extend([
-                f"  - {level.title()} Confidence (≥{self._get_confidence_threshold(level)}): {count} ({percentage:.1f}%)",
-            ])
+        correlation_provider = next((p for p in scanner.providers if p.get_name() == 'correlation'), None)
+        correlation_count = len(correlation_provider.correlation_index) if correlation_provider else 0
         
         report.extend([
             "",
             "Correlation Analysis:",
-            f"• Entity Correlations Identified: {len(scanner.graph.correlation_index)}",
+            f"• Entity Correlations Identified: {correlation_count}",
             f"• Cross-Reference Validation: {self._count_cross_validated_relationships(edges)} relationships verified by multiple sources",
             ""
         ])
@@ -375,9 +366,7 @@ class ExportManager:
             if len(connected_ips) > 5:
                 security_notes.append("Multiple IP endpoints")
             
-            # Average confidence
             domain_edges = [e for e in edges if e['from'] == domain['id']]
-            avg_confidence = sum(e['confidence_score'] for e in domain_edges) / len(domain_edges) if domain_edges else 0
             
             domain_analysis.append({
                 'domain': domain['id'],
@@ -385,7 +374,6 @@ class ExportManager:
                 'ips': connected_ips,
                 'cert_status': cert_status,
                 'security_notes': security_notes,
-                'avg_confidence': avg_confidence
             })
         
         # Sort by number of connections (most connected first)
@@ -480,7 +468,7 @@ class ExportManager:
     
     def _identify_key_relationships(self, edges: List[Dict]) -> List[Dict[str, Any]]:
         """Identify the most significant relationships in the infrastructure."""
-        # Score relationships by confidence and type importance
+        # Score relationships by type importance
         relationship_importance = {
             'dns_a_record': 0.9,
             'dns_aaaa_record': 0.9,
@@ -491,23 +479,19 @@ class ExportManager:
             'dns_ns_record': 0.7
         }
         
-        scored_edges = []
+        edges = []
         for edge in edges:
-            base_confidence = edge.get('confidence_score', 0)
             type_weight = relationship_importance.get(edge.get('label', ''), 0.5)
-            combined_score = (base_confidence * 0.7) + (type_weight * 0.3)
             
-            scored_edges.append({
+            edges.append({
                 'source': edge['from'],
                 'target': edge['to'],
                 'type': edge.get('label', ''),
-                'confidence': base_confidence,
                 'provider': edge.get('source_provider', ''),
-                'score': combined_score
             })
         
         # Return top relationships by score
-        return sorted(scored_edges, key=lambda x: x['score'], reverse=True)
+        return sorted(edges, key=lambda x: x['score'], reverse=True)
     
     def _analyze_certificate_infrastructure(self, nodes: List[Dict]) -> Dict[str, Any]:
         """Analyze certificate infrastructure across all domains."""
@@ -570,19 +554,6 @@ class ExportManager:
         else:
             return "Mixed Status"
     
-    def _describe_confidence(self, confidence: float) -> str:
-        """Convert confidence score to descriptive text."""
-        if confidence >= 0.9:
-            return "Very High"
-        elif confidence >= 0.8:
-            return "High"
-        elif confidence >= 0.6:
-            return "Medium"
-        elif confidence >= 0.4:
-            return "Low"
-        else:
-            return "Very Low"
-    
     def _humanize_relationship_type(self, rel_type: str) -> str:
         """Convert technical relationship types to human-readable descriptions."""
         type_map = {
@@ -599,26 +570,6 @@ class ExportManager:
         }
         return type_map.get(rel_type, rel_type.replace('_', ' ').title())
     
-    def _calculate_confidence_distribution(self, edges: List[Dict]) -> Dict[str, int]:
-        """Calculate confidence score distribution."""
-        distribution = {'high': 0, 'medium': 0, 'low': 0}
-        
-        for edge in edges:
-            confidence = edge.get('confidence_score', 0)
-            if confidence >= 0.8:
-                distribution['high'] += 1
-            elif confidence >= 0.6:
-                distribution['medium'] += 1
-            else:
-                distribution['low'] += 1
-        
-        return distribution
-    
-    def _get_confidence_threshold(self, level: str) -> str:
-        """Get confidence threshold for a level."""
-        thresholds = {'high': '0.80', 'medium': '0.60', 'low': '0.00'}
-        return thresholds.get(level, '0.00')
-    
     def _count_cross_validated_relationships(self, edges: List[Dict]) -> int:
         """Count relationships verified by multiple providers."""
         # Group edges by source-target pair