AAISM Exam Dumps - ISACA Advanced in AI Security Management (AAISM) Exam

AAISM prescribes human-in-the-loop (HITL) controls as the primary safeguard for high-impact generative AI use cases to mitigate hallucination risk. Human oversight ensures critical outputs are reviewed, corrected, and approved before use, with accountability, escalation, and documented decision trails. Automated validators and enrichment help reduce errors but are secondary; recursive chunking is a prompting tactic, not a governance control.

AAISM defines deepfakes as manipulated media where individuals appear in synthetic or altered video/audio. Indicators include:

• blurred or inconsistent facial rendering

• mismatched frames

• low-quality or distorted transitions

These characteristics match the scenario provided.

Hallucinations (A) relate to model outputs, not video manipulation. Drift (B) affects model performance. Poisoning (C) affects training data, not video content.

AAISM’s risk management guidance notes that the most effective application of AI in incident response is in automating triage activities. AI systems can rapidly analyze logs, alerts, and telemetry to prioritize incidents, reducing response times and allowing human analysts to focus on critical issues. Streamlining testing and improving playbooks are valuable but secondary benefits. Ensuring chain of custody is critical for legal admissibility of evidence but is primarily a human and process-driven control, not AI’s strength. The greatest efficiency and effectiveness comes from AI-driven triage automation.

Third-party audit reports provide independent assurance that the vendor’s stated controls are designed and operating effectively against recognized criteria. Such attestations (e.g., audit/assurance frameworks) are traceable, repeatable, and verifiable, and they support supply-chain risk reviews and contractual assurance. Internal red-team reports are not independent, industry “peer reviews” are not control attestations, and whitepapers are marketing/educational materials without evidence of control operation.