Continuous Security Monitoring

Continuous security monitoring provides organizations with ongoing visibility into threats, vulnerabilities, system behavior, and security control effectiveness across AI environments. As AI systems evolve and threat landscapes change, periodic assessments alone are insufficient to maintain trust and resilience. This lesson explores continuous security monitoring, including security telemetry, anomaly detection, integrity monitoring, SIEM integration, governance reporting, resilience metrics, and reassessment cycles. Learners will study how organizations maintain situational awareness and support continuous assurance throughout the AI lifecycle. Understanding continuous security monitoring is essential for AI governance auditors evaluating long-term security effectiveness and operational resilience.