ISACA AAIR - ISACA Advanced in AI Risk

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ISACA AAIR Exam Syllabus Topics:

ISACA Advanced in AI Risk Sample Questions:

1. Which of the following is the PRIMARY benefit of integrating AI-driven business intelligence into enterprise risk processes?

A) Centralized governance of AI inventory and classification activities
B) Automated production of technical performance reports for AI business tools
C) Enhanced alignment of analysis outputs with organizational risk thresholds
D) Reduced costs through elimination of redundant business risk oversight mechanisms

2. Which of the following BEST enables an organization adopting AI solutions to foster an ethical and risk- aware culture?

A) Senior management representatives actively participate in industry conferences related to AI ethics.
B) Leadership consistently models ethical behavior and values for AI development and use.
C) AI policies include clear disciplinary actions for violations of risk and ethical standards.
D) All business units use checklists to ensure AI risk and ethical concerns are addressed.

3. Which of the following poses the GREATEST challenge when performing root cause analysis for incidents involving AI systems and data?

A) Privacy compliance
B) Lack of transparency
C) Automation bias
D) Unclear system objectives

4. Which of the following is the GREATEST organizational risk when AI performance alerts are not escalated to decision-makers for review and decisioning?

A) Loss of traceability from insufficient model decision logging
B) Excessive cost and resource allocation due to redundant mitigation activities
C) Business disruption due to delayed remediation of unstable AI behavior
D) Inadequate representation of AI operational risk in governance reporting

5. Which of the following BEST mitigates risk associated with evasion attacks on AI models?

A) Predictive analytics
B) API rate limiting
C) Feature importance weighting
D) Anomaly detection

Solutions: