Serverless Security

  1. Monitoring, Logging, and Threat Detection
    1. Comprehensive Logging Strategy
      1. Function Execution Logging
        1. Standard Output Capture
          1. Error and Exception Logging
            1. Performance Metrics Logging
            2. Event and Context Logging
              1. Request Metadata Capture
                1. Execution Environment Logging
                  1. Correlation ID Implementation
                  2. Structured Logging Implementation
                    1. JSON Log Format Standardization
                      1. Log Field Standardization
                        1. Contextual Data Enrichment
                        2. Log Aggregation and Centralization
                          1. Multi-Function Log Correlation
                            1. Cross-Service Log Integration
                              1. Real-Time Log Streaming
                            2. Security Monitoring and Metrics
                              1. Key Performance Indicators
                                1. Invocation Rate Monitoring
                                  1. Error Rate Analysis
                                    1. Execution Duration Tracking
                                      1. Resource Utilization Metrics
                                      2. Security-Specific Metrics
                                        1. Authentication Failure Rates
                                          1. Authorization Denial Patterns
                                            1. Suspicious Activity Indicators
                                            2. Baseline Behavior Establishment
                                              1. Normal Operation Profiling
                                                1. Anomaly Detection Thresholds
                                                  1. Behavioral Pattern Analysis
                                                2. Threat Detection and Response
                                                  1. Real-Time Alerting Systems
                                                    1. Threshold-Based Alerting
                                                      1. Pattern-Based Detection
                                                        1. Machine Learning Anomaly Detection
                                                        2. Security Information and Event Management
                                                          1. SIEM Integration Patterns
                                                            1. Log Forwarding Configuration
                                                              1. Event Correlation Rules
                                                              2. Incident Response Automation
                                                                1. Automated Response Triggers
                                                                  1. Escalation Procedures
                                                                    1. Forensic Data Collection
                                                                  2. Compliance and Audit Support
                                                                    1. Audit Trail Generation
                                                                      1. Comprehensive Activity Logging
                                                                        1. Data Access Tracking
                                                                          1. Change Management Logging
                                                                          2. Regulatory Compliance Reporting
                                                                            1. Compliance Framework Mapping
                                                                              1. Automated Report Generation
                                                                                1. Evidence Collection and Retention
                                                                                2. Data Retention and Archival
                                                                                  1. Log Retention Policies
                                                                                    1. Long-Term Storage Security
                                                                                      1. Data Purging Procedures

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                                                                                  5. Data Protection and State Management

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                                                                                  7. DevSecOps Integration for Serverless