ISACA Advanced in AI Risk Sample Questions:
1. Which of the following would be of GREATEST concern to a risk practitioner reviewing the testing and validation of an AI-driven technical support system?
A) Inaccurate outputs resulting from model drift
B) Infrequent incorporation of updated training datasets
C) Excessive dependence on manual sampling
D) Insufficient encryption of data at rest and in transit
2. 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) Periodic regulatory compliance reviews
B) Alignment with recognized AI control frameworks
C) Ongoing AI security and risk awareness training
D) Continuous monitoring for data and performance drift
3. A risk practitioner learns that a credit-scoring AI system is exhibiting bias that cannot be eliminated through further training. Which of the following is the risk practitioner's BEST recommendation?
A) Source vendors for a new credit-scoring AI solution.
B) Take the system out of production to avoid harm and potential legal liability.
C) Request a risk acceptance from senior management.
D) Apply compensating controls that generate offsetting biases in the opposite direction.
4. Which of the following AI system considerations BEST mitigates risk associated with model drift?
A) Implementing strong access controls based on roles and responsibilities
B) Restricting the use of automated data validation to low-risk models
C) Maintaining existing levels of variance within datasets during preprocessing
D) Conducting regular retraining with new relevant datasets
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) Likelihood of data poisoning attacks
B) Long-term reduction of operational costs
C) Potential harm to stakeholders
D) Shortage of AI expertise among staff
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: C |
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