Free ISACA AAIA Practice Test & Real Exam Questions
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?
Correct Answer: A
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Which of the following is MOST important to review in order to gain assurance that an AI model is performing without biases?
Correct Answer: C
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Which of the following is the MOST effective control to prevent data poisoning attacks during model training?
Correct Answer: B
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Which of the following is the MOST appropriate control for ensuring accountability when an AI system makes an erroneous high-impact decision?
Correct Answer: C
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An insurance company uses an AI model to set premium rates. To align with AI-related policies on fairness, which of the following is the FIRST course of action?
Correct Answer: A
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Which of the following is the GREATEST benefit of using AI to evaluate data quality during an audit?
Correct Answer: A
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Which of the following is an IS auditor's MOST important course of action when determining whether source data should be entered into approved generative AI tools to assist with an audit?
Correct Answer: C
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Which of the following are the MOST appropriate stages in the AI life cycle for evaluating edge cases?
Correct Answer: A
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During an AI audit, which artifact provides the BEST evidence that a model's decisions can be explained to a non-technical stakeholder?
Correct Answer: C
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Which control is MOST effective in reducing the risk of sensitive data being exposed through a large language model's outputs?
Correct Answer: D
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Which of the following is the GREATEST risk associated with the use of AI coding tools by software developers?
Correct Answer: C
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Which of the following would be the BEST time to create a data governance plan for a new AI solution?
Correct Answer: A
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The PRIMARY benefit of using AI in audit fieldwork is that it:
Correct Answer: C
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An AI model predicts vehicle component failures using data collected at different frequencies and formats based on car type. Which of the following is the BEST course of action when evaluating data input requirements for the model?
Correct Answer: B
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