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ISACA Advanced in AI Risk Sample Questions:

1. Which of the following information is MOST important to add to an organizational business continuity plan (BCP) when adopting a customer-facing AI solution?

A) Secure access to alternate resources, multi-region failover, and sufficient load balancing
B) Centralization of AI system failover mechanisms under a single cloud service provider
C) Post-incident audits of AI system recovery times and accuracy metrics
D) Criteria for initiation of automated breach containment measures

2. 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) Enhanced alignment of analysis outputs with organizational risk thresholds
C) Automated production of technical performance reports for AI business tools
D) Reduced costs through elimination of redundant business risk oversight mechanisms

3. Which of the following is the MOST important benefit of deploying continuous monitoring and automated anomaly detection for AI models in production?

A) Enhanced interpretability and transparency of model decisions
B) Improved alignment of model outputs and behavior with organizational strategic goals
C) Timely identification of adversarial intrusions and unauthorized parameter changes
D) Automated risk register and vulnerability database updates

4. Which AI security by design option BEST mitigates targeted model poisoning and supply chain tampering?

A) Adversarial resilience and data integrity controls
B) Frequent data refreshes with checksums
C) Frequent model retraining and bias monitoring
D) Use data tokenization for sensitive fields

5. Which of the following is the PRIMARY benefit of integrating AI risk processes into an enterprise risk framework?

A) Rapid identification of cyber threats and risks
B) More accurate benchmarking of AI key performance indicators (KPIs)
C) Improved compliance with regulatory requirements
D) Organization-level oversight and strategic alignment

Solutions: