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ISACA Advanced in AI Risk Sample Questions:

1. 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) Increased likelihood of exposing proprietary algorithms
B) Presence of unaddressed system vulnerabilities
C) Inefficient model training cycles
D) Overfitting to limited datasets

2. An organization uses AI to generate procedure documents for operational processes. Which of the following would be of GREATEST concern to a risk practitioner?

A) AI-generated procedure documents do not undergo human review.
B) The AI model is used to generate procedures for high-risk activities.
C) The procedures are not aligned to organizational policy.
D) AI-generated procedure manuals include outdated procedures.

3. Which of the following is the GREATEST risk when an organization lacks clearly defined accountability mechanisms for AI outputs and decisions?

A) Ineffective model training
B) Intellectual property exposure
C) Reduced availability
D) Legal liability

4. An organization is integrating AI systems into core business operations and has decided to establish a formal process to align AI initiatives with corporate values. Which of the following is the GREATEST benefit of this decision?

A) Executive support for technical training and upskilling related to AI can be more effectively obtained.
B) The transparency and explainability of AI model decisions is enhanced for all stakeholder groups.
C) Ethical principles can be added to AI development and usage after deployment.
D) Return on investment (ROI) for new AI services can be evaluated more accurately.

5. Which of the following is the BEST justification for selecting a risk avoidance strategy when considering whether to deploy a high-impact AI system?

A) Shortage of AI expertise among staff
B) Potential harm to stakeholders
C) Long-term reduction of operational costs
D) Likelihood of data poisoning attacks

Solutions: