Free ISACA AAIA Exam Dumps Questions & Answers

Which of the following insider threats involving the use of AI would present the GREATEST risk?

• A.Launching social engineering attacks
• B.Destroying system backups
• C.Exfiltrating sensitive data
• D.Leaking of system hyperparameters

Which of the following is MOST effective in analyzing unlabeled datasets to identify anomalies?

• A.Isolation forest
• B.Supervised learning
• C.Principal component analysis
• D.Z-score analysis

Which of the following BEST detects model drift or unexpected changes in AI model outputs?

• A.Standardization of AI configurations
• B.AI model documentation reviews
• C.Anomaly monitoring
• D.AI model retraining

Which of the following is the GREATEST concern when an audit team relies on generative AI to create audit reports?

• A.The reports may use inconsistent formatting from prior audit findings.
• B.The reports may tend to use generic language for audit issues.
• C.The reports may contain misstatements resulting from hallucinations.
• D.The reports may be more likely to reflect outdated information.

During a walkthrough, an auditor learns that model retraining occurs automatically without any approval gate. What is the GREATEST risk this presents?

• A.Unvalidated model changes being deployed to production, potentially degrading performance or introducing bias
• B.Increased computing costs
• C.Slower model training time
• D.Reduced explainability