Free ISACA AAIA Practice Test & Real Exam Questions
When using off-the-shelf AI models, which of the following is the MOST appropriate way for organizations to approach vendor management?
Correct Answer: A
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An organization's fraud detection model achieves high accuracy on its initial data set but performs poorly in production. After a complex neural network was trained, the training accuracy was significantly higher than the validation accuracy. Which of the following is the MOST likely cause?
Correct Answer: B
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What is the PRIMARY purpose of a "red team" exercise for an AI system?
Correct Answer: C
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Which of the following is the GREATEST benefit of integrating AI in ransomware prevention?
Correct Answer: D
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Which of the following AI solutions is BEST used to generate standardized reports using unstructured customer feedback?
Correct Answer: D
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An IS auditor learns that an organization uses AI facial recognition technology for security purposes. Which of the following is the GREATEST ethical concern with this practice?
Correct Answer: C
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In deep learning neural networks, which of the following layers is considered MOST important for an IS auditor to evaluate because it performs feature extraction to mimic human decision- making?
Correct Answer: B
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Which of the following controls MOST effectively helps to ensure an AI model is resilient against external threats?
Correct Answer: C
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Which of the following is the MOST important reason to conduct regular threat modeling exercises for AI systems and data?
Correct Answer: A
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Which of the following is the BEST way to ensure an AI model's outputs are effectively controlled for bias?
Correct Answer: D
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An IS auditor reviewing the latest AI chatbot release identifies that, despite high accuracy rates, non-English users complain about the model's poor accuracy. Which of the following controls is BEST at ensuring detection of subgroup regressions?
Correct Answer: A
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When auditing the transparency of an AI system, which of the following would be the MOST effective way to understand the model's decision-making process?
Correct Answer: C
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Which of the following would be MOST useful for an IS auditor when testing high-impact rare scenarios that have not yet occurred in a production environment?
Correct Answer: A
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Which of the following BEST enables an AI model to solve complex problems involving the analysis of large volumes of unstructured data?
Correct Answer: A
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