CompTIA SecAI+ (CY0-001) Full Course: Lesson 8 - Monitoring, Auditing & IR for AI Systems

Description

CompTIA SecAI+ (CY0-001) Lesson 8: detecting, investigating, and responding to AI-specific incidents. Model drift monitoring, anomaly detection on inference patterns, AI audit logs, forensic analysis for ML systems, and AI-specific incident response playbooks. Plus how to document it all for regulators under NIST AI RMF and EU AI Act requirements. 🎯 SECTIONS 00:00 Why AI monitoring is harder 01:30 Model drift and performance monitoring 04:00 Anomaly detection on inference patterns 06:30 AI-specific audit logging 09:00 Forensic challenges in ML systems 11:30 AI incident response playbook 15:00 Regulator-ready documentation 17:30 NIST AI RMF alignment 19:30 Chapter review 📚 FULL STUDY RESOURCES Study guide, practice exams, flashcards - https://certcrush.app #SecAIPlus #IncidentResponse #AIMonitoring