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ISACA AAIR Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| AI Governance and Strategy | - AI governance frameworks and organizational oversight
|
| AI Risk Management | - Risk identification and assessment for AI systems
|
| Ethics, Privacy, and Responsible AI | - Ethical AI principles and compliance
|
| AI Lifecycle Controls | - Controls across AI development lifecycle
|
| Regulatory and Compliance Requirements | - Global AI regulatory landscape
|
ISACA Advanced in AI Risk Sample Questions:
A risk practitioner assesses a new AI system and determines that the risk is within the organization ' s risk tolerance. Which of the following is the BEST recommendation to ensure system controls remain effective over time?
- A. Alignment with recognized AI control frameworks
- B. Ongoing AI security and risk awareness training
- C. Continuous monitoring for data and performance drift
- D. Periodic regulatory compliance reviews
Correct Answer: C 🗳️
Which of the following poses the GREATEST risk during the development phase of an AI system?
- A. Delayed integration of model explainability capabilities
- B. Insufficient scalability and load testing procedures
- C. Inadequate mitigation of data poisoning attacks
- D. Failure to maintain comprehensive model documentation
Correct Answer: C 🗳️
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Which of the following is the GREATEST risk associated with relying on AI-based analytics for continuous monitoring?
- A. Skill degradation among the security team
- B. Inability to integrate with legacy infrastructure
- C. Increased cost due to more frequent model retraining
- D. Model errors caused by inability to understand context
Correct Answer: D 🗳️
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A risk practitioner learns that an AI system used by a manufacturer for quality control (QC) has produced inaccurate responses that could potentially impact user safety. Which of the following is the risk practitioner ' s BEST recommendation to mitigate this risk?
- A. Conduct bias and fairness testing.
- B. Implement human-in-the-loop reviews.
- C. Provide AI prompt engineering training.
- D. Augment the model with synthetic data.
Correct Answer: B 🗳️
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Which of the following should be the MOST important area of focus during the development of data security risk scenarios specific to AI?
- A. Attack vectors enabled by techniques for malicious alteration of AI system outputs
- B. Development and communication of need-based access policies for the use of AI applications
- C. Documentation of business unit readiness for secure adoption of AI for general operations
- D. Quantum encryption methods for the protection of proprietary organizational data assets
Correct Answer: A 🗳️
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