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Advanced in AI audit (AAIA) (AAIA) - Isaca Exam Questions

Last updated on June 20, 2026

97% Exam Compliance
180 Total Questions
1
Question
An IS auditor is testing an AI-based fraud detection system that flags suspicious transactions and finds that the system has a high false positive rate. Which of the following testing methods should be prioritized to BEST optimize the detection rate?
Options
A Cross-validation testing
B Regression testing
C Substantive testing
D Benford's Law analysis
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2
Question
Which of the following is an IS auditor MOST likely to use in order to ensure an AI model has the ability to make correct predictions?
Options
A Group analysis
B Adversarial testing
C Latency testing
D Confusion matrix
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3
Question
An organization is using information gathered from customer accounts to train its AI chatbot. Which of the following is the GREATEST risk associated with this practice?
Options
A Transparency
B Disclosure of personal information
C AI bias
D AI model hallucinations
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4
Question
An IS auditor finds that an AI model's outputs are not being reviewed. Which of the following would BEST address this risk?
Options
A Regular AI model retraining
B A larger training dataset
C A validation process for AI decisions
D Prompt templates
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5
Question
An IS auditor is assessing the implementation of AI tools for evidence collection involving multiple data sources. Which of the following outcomes BEST indicates that AI-driven evidence collection has improved the audit process?
Options
A Elimination of human judgment in data and evidence analysis
B Extended reporting timelines that allow for AI model retraining
C Reduced time spent gathering data with fewer errors in evidence compilation
D Ability to rely on unstructured data with minimal cleansing
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