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ISACA AAIR Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| AI Risk Program Management | 42% | - AI governance communication and reporting - Enterprise AI risk program design - AI risk assessment and treatment strategies - AI risk monitoring and continuous improvement |
| AI Risk Governance and Framework Integration | 37% | - AI Models, Frameworks, Strategies, and Use Cases - AI Ownership, Oversight, and Accountability - AI Organizational Processes and Alignment |
| AI Life Cycle Risk Management | - AI model and data risk identification - AI bias, drift, transparency, and control evaluation - AI development, deployment, and monitoring risks |
ISACA Advanced in AI Risk Sample Questions:
Which of the following is the MOST important consideration to reduce risk during the development of a large language model (LLM)?
- A. Ensuring security is assessed throughout the development life cycle
- B. Implementing fully autonomous decision-making functionality
- C. Using both qualitative and quantitative threat analysis
- D. Providing staff training on ethical and secure development of LLMs
Correct Answer: A 🗳️
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Which of the following is the MOST effective way to ensure identified AI risk is considered in business strategy decisions?
- A. Emphasize transparency and explainability in AI system design.
- B. Conduct AI risk identification workshops.
- C. Map AI risk to organizational objectives.
- D. Periodically report vulnerabilities and emerging risk scenarios.
Correct Answer: C 🗳️
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AI tools can BEST help to mitigate supply chain risk by:
- A. automating routine inventory management tasks.
- B. enhancing predictive capabilities to identify potential disruptions.
- C. identifying historical physical and logical security control gaps.
- D. performing sentiment analysis on supplier reputation and reviews.
Correct Answer: B 🗳️
Explanation: Only visible for Exam-Killer members. You can sign-up / login (it's free).
A risk practitioner is performing a business impact analysis (BIA) of potential service disruptions to an organization's AI-powered operational processes. Which of the following is MOST important to address in the BIA?
- A. Effects of AI system outages on core operations and associated recovery time targets
- B. AI development life cycle records and evidence of change control in place
- C. Incident response procedures that account for the tendency of AI incidents to scale quickly
- D. General risk classification criteria and effective replacement cost of AI assets
Correct Answer: A 🗳️
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Which of the following is the GREATEST risk when an organization relies only on adversarial training to protect a private AI model in a testing environment?
- A. Overfitting to limited datasets
- B. Increased likelihood of exposing proprietary algorithms
- C. Presence of unaddressed system vulnerabilities
- D. Inefficient model training cycles
Correct Answer: C 🗳️
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