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Free PDF Quiz 2025 ISACA AAIA: Updated Pass ISACA Advanced in AI Audit Test Guide
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ISACA Advanced in AI Audit Sample Questions (Q79-Q84):
NEW QUESTION # 79
Which of the following controls helps mitigate the risk of competitors poisoning data utilized by a machine learning (ML) model performing sentiment analysis of product reviews?
- A. Augmenting the unbalanced product review data set with the use of oversampling by the model developer
- B. Peer reviewing code that acquires product reviews from social media posts
- C. Requiring customers to authenticate access to their accounts prior to writing product reviews
- D. Hiring a marketing firm to text links to customers requesting product reviews for monetary compensation
Answer: C
NEW QUESTION # 80
An IS auditor is looking to expedite reporting for an audit with complex issues. Which of the following would be the MOST effective way for the auditor to use generative AI?
- A. Revising audit conclusions with precise verbiage to describe the audit observations
- B. Developing a draft of an executive summary based on detailed findings and audit scope
- C. Developing action items discussed in closing meetings for management action plans
- D. Revising audit background and scope information based on new information from management
Answer: B
NEW QUESTION # 81
To confirm the fairness of AI model decisions, the BEST way to collect reliable evidence during an AI audit is by:
- A. Interviewing developers.
- B. Observing the system's interactions with end users.
- C. Analyzing system metadata.
- D. Testing the model with a curated sample data set.
Answer: D
NEW QUESTION # 82
In order to streamline operations, a bank has deployed an AI application to automatically detect and prevent further fraud on accounts. However, customers have voiced concerns that their usual transactions are being rejected. Which of the following is the MOST likely cause of the false positives?
- A. Consent is not properly managed.
- B. Compute scale training was not performed.
- C. The hyperparameters are not optimized.
- D. Data versioning controls were not developed.
Answer: C
NEW QUESTION # 83
Which of the following is the MOST effective way an IS auditor could use generative AI to plan an audit of a new database storing transactional data?
- A. Summarizing meeting transcripts from interviews with database administrators (DBAs)
- B. Developing architecture diagrams
- C. Identifying separation of duties conflicts for database data changes
- D. Identifying technology-specific risk and considerations
Answer: D
NEW QUESTION # 84
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