Audit Logging¶

Overview¶

AIDDDMAP maintains comprehensive audit logs to track all significant actions and events within the platform. This logging system is crucial for security monitoring, compliance, and troubleshooting.

Logged Events¶

Login attempts (successful and failed)
Permission changes
Data access and modifications
Agent deployments
Encryption operations
Marketplace transactions

System Events¶

Service starts and stops
Configuration changes
Error conditions
Performance metrics
Security alerts

Data Operations¶

Dataset creation/modification
Encryption status changes
Access grants/revocations
Data sharing events
Marketplace listings

Log Structure¶

Each log entry contains:

{
  "timestamp": "ISO-8601 timestamp",
  "event_type": "ACTION_TYPE",
  "user_id": "user identifier",
  "action": "specific action taken",
  "resource": "affected resource",
  "status": "success/failure",
  "details": {
    "additional": "contextual information"
  },
  "ip_address": "source IP",
  "session_id": "session identifier"
}

Storage & Retention¶

Logs are stored securely with encryption
Retention period: 12 months minimum
Automated archival process
Regular integrity checks

Access Control¶

Log Access Levels¶

Viewer
Read-only access to basic logs
Limited to own user actions
Auditor
Full read access
Export capabilities
Search and filter functions
Administrator
Full access to all logs
Configuration management
Archival controls

Monitoring & Alerts¶

Real-time Monitoring¶

Security incident detection
Performance anomalies
Error rate thresholds
User behavior analysis

Alert Configuration¶

Customizable alert thresholds
Multiple notification channels
Escalation procedures
Alert prioritization

Compliance¶

Standards Adherence¶

GDPR compliance
SOC 2 requirements
ISO 27001 guidelines
Industry-specific regulations

Audit Trail Integrity¶

Cryptographic verification
Tamper detection
Chain of custody
Evidence preservation

Tools & Integration¶

Analysis Tools¶

Log aggregation
Search capabilities
Visualization dashboards
Export functionality

Security Integration¶

SIEM system integration
Threat detection
Forensic analysis
Compliance reporting

Best Practices¶

Log Management
Regular log rotation
Compression strategies
Backup procedures
Recovery testing
Security Measures
Encryption at rest
Access controls
Integrity checks
Secure transmission
Performance Optimization
Log level filtering
Storage optimization
Query performance
Archival strategies