Microservices Security

  1. Observability and Threat Detection
    1. Comprehensive Logging
      1. Centralized Logging Solutions
        1. Log Aggregation Tools
          1. Log Retention Policies
            1. Log Storage Security
            2. Structured Logging
              1. Log Format Standards
                1. Correlation IDs
                  1. Contextual Information
                  2. Auditing API Calls and Access
                    1. Access Logs
                      1. Change Tracking
                        1. Compliance Logging
                        2. Security Event Logging
                          1. Authentication Events
                            1. Authorization Decisions
                              1. Security Policy Violations
                            2. Monitoring and Alerting
                              1. Security Metrics
                                1. Authentication Failures
                                  1. Authorization Denials
                                    1. Anomalous Behavior Indicators
                                    2. Anomaly Detection
                                      1. Baseline Behavior Analysis
                                        1. Alert Thresholds
                                          1. Machine Learning Models
                                          2. Alerting on Security Events
                                            1. Notification Channels
                                              1. Incident Response Integration
                                                1. Alert Prioritization
                                                2. Real-time Monitoring
                                                  1. Dashboard Creation
                                                    1. Metric Visualization
                                                  2. Distributed Tracing for Security
                                                    1. Tracing Identity Propagation
                                                      1. End-to-End Identity Tracking
                                                        1. Context Propagation
                                                        2. Identifying Unauthorized Service Interactions
                                                          1. Cross-Service Access Analysis
                                                            1. Communication Pattern Analysis
                                                            2. Analyzing Attack Paths
                                                              1. Lateral Movement Detection
                                                                1. Attack Chain Reconstruction
                                                                2. Trace Security and Privacy
                                                                  1. Sensitive Data Handling
                                                                    1. Trace Sampling
                                                                  2. Runtime Security and Intrusion Detection
                                                                    1. Runtime Threat Detection Tools
                                                                      1. Host-based Intrusion Detection
                                                                        1. Container-specific Detection
                                                                          1. Network-based Detection
                                                                          2. Behavioral Analysis of Services
                                                                            1. Anomaly Detection Models
                                                                              1. Performance Baselines
                                                                              2. File Integrity Monitoring
                                                                                1. Change Detection Mechanisms
                                                                                  1. Critical File Protection
                                                                                  2. Security Information and Event Management (SIEM)
                                                                                    1. Event Correlation
                                                                                      1. Threat Intelligence Integration

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                                                                                  5. Container and Orchestration Security

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                                                                                  7. Advanced Security Concepts and Practices