Graph-Based Cybersecurity

  1. Core Security Applications
    1. Threat Detection and Hunting
      1. Anomaly Detection Approaches
        1. Statistical Anomaly Detection
          1. Baseline Establishment
            1. Deviation Measurement
            2. Structural Anomaly Detection
              1. Unusual Graph Patterns
                1. Topology Changes
                2. Behavioral Anomaly Detection
                  1. Activity Pattern Analysis
                    1. Temporal Behavior Changes
                  2. Advanced Persistent Threat Detection
                    1. Long-Term Pattern Analysis
                      1. Stealthy Activity Identification
                        1. Campaign Reconstruction
                        2. Insider Threat Detection
                          1. Privilege Abuse Patterns
                            1. Unusual Access Behaviors
                              1. Data Exfiltration Indicators
                              2. Malware Analysis
                                1. Malware Communication Patterns
                                  1. Command and Control Detection
                                    1. Propagation Path Analysis
                                    2. Alert Correlation and Fusion
                                      1. Multi-Source Alert Integration
                                        1. False Positive Reduction
                                          1. Attack Campaign Reconstruction
                                        2. Vulnerability Management
                                          1. Vulnerability Assessment Integration
                                            1. Scanner Data Ingestion
                                              1. Asset-Vulnerability Mapping
                                                1. Exposure Path Analysis
                                                2. Risk-Based Prioritization
                                                  1. Connectivity-Based Risk Scoring
                                                    1. Attack Path Probability
                                                      1. Business Impact Assessment
                                                      2. Patch Management Optimization
                                                        1. Dependency Analysis
                                                          1. Patch Deployment Sequencing
                                                            1. Risk Mitigation Planning
                                                            2. Attack Surface Analysis
                                                              1. External Exposure Mapping
                                                                1. Internal Propagation Paths
                                                                  1. Critical Path Identification
                                                                2. Incident Response and Digital Forensics
                                                                  1. Incident Scope Analysis
                                                                    1. Affected System Identification
                                                                      1. Impact Boundary Determination
                                                                        1. Containment Strategy Planning
                                                                        2. Attack Reconstruction
                                                                          1. Timeline Development
                                                                            1. Attack Vector Analysis
                                                                              1. Technique Attribution
                                                                              2. Evidence Collection and Analysis
                                                                                1. Digital Evidence Correlation
                                                                                  1. Chain of Custody Tracking
                                                                                    1. Forensic Timeline Construction
                                                                                    2. Damage Assessment
                                                                                      1. Data Compromise Analysis
                                                                                        1. System Integrity Evaluation
                                                                                          1. Recovery Planning Support
                                                                                        2. Identity and Access Management
                                                                                          1. Access Control Analysis
                                                                                            1. Permission Mapping
                                                                                              1. Role-Based Access Review
                                                                                                1. Segregation of Duties Verification
                                                                                                2. Privilege Management
                                                                                                  1. Excessive Privilege Detection
                                                                                                    1. Privilege Escalation Path Analysis
                                                                                                      1. Least Privilege Enforcement
                                                                                                      2. Identity Lifecycle Management
                                                                                                        1. Account Provisioning Tracking
                                                                                                          1. Access Certification Processes
                                                                                                            1. Orphaned Account Detection
                                                                                                            2. Authentication Analysis
                                                                                                              1. Authentication Flow Mapping
                                                                                                                1. Multi-Factor Authentication Coverage
                                                                                                                  1. Single Sign-On Analysis
                                                                                                                2. Network Security
                                                                                                                  1. Network Segmentation Verification
                                                                                                                    1. Segment Boundary Analysis
                                                                                                                      1. Traffic Flow Validation
                                                                                                                        1. Isolation Effectiveness Testing
                                                                                                                        2. Firewall Rule Analysis
                                                                                                                          1. Rule Effectiveness Assessment
                                                                                                                            1. Redundant Rule Detection
                                                                                                                              1. Policy Optimization
                                                                                                                              2. Network Monitoring Enhancement
                                                                                                                                1. Traffic Pattern Analysis
                                                                                                                                  1. Anomalous Communication Detection
                                                                                                                                    1. Lateral Movement Prevention
                                                                                                                                  2. Cloud Security
                                                                                                                                    1. Cloud Asset Discovery and Mapping
                                                                                                                                      1. Multi-Cloud Inventory
                                                                                                                                        1. Service Dependency Mapping
                                                                                                                                          1. Configuration Drift Detection
                                                                                                                                          2. Cloud IAM Analysis
                                                                                                                                            1. Cross-Account Access Patterns
                                                                                                                                              1. Service-to-Service Communications
                                                                                                                                                1. Overprivileged Resource Detection
                                                                                                                                                2. Container and Microservice Security
                                                                                                                                                  1. Container Communication Mapping
                                                                                                                                                    1. Service Mesh Analysis
                                                                                                                                                      1. Runtime Behavior Monitoring

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                                                                                                                                                  4. Graph Analytics for Cybersecurity

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                                                                                                                                                  6. Implementation and Operationalization