ISACA Certified Artificial Intelligence Auditor (CAIA) Free Practice Exam Questions

54 real ISACA Certified Artificial Intelligence Auditor (CAIA) exam questions with answers and AI explanations. ISACA certification prep — page 2 of 6.

1. Question 11: The PRIMARY objective of machine learning (ML) in data processing is to:
2. Question 12: A retail organization uses an AI model to forecast inventory based on customer purchasing trends and updates the model quarterly. The model recently failed to…
3. Question 13: An AI system is misclassifying images after a routine model update. An IS auditor discovers that the updated model file was replaced by an unauthorized version…
4. Question 14: An IS auditor learns that the training data for an AI solution has insufficient representation. Which of the following would be the GREATEST risk in this situa…
5. Question 15: Which of the following BEST improves predictions and understanding to refine the accuracy of AI models?
6. Question 16: A model developer is looking to mitigate the risk of information loss within an imbalanced data set that contains majority and minority classes. Which of the f…
7. Question 17: Post-deployment, anomalies in logs suggest a conflict between a critical security patch and an AI model's inference engine. Which of the following is the BEST…
8. Question 18: Which of the following controls would BEST minimize the risk of bias introduced into AI models from flawed training data?
9. Question 19: A logistics company uses an AI model to optimize delivery routes. Which of the following methods would BEST verify the model’s accuracy?
10. Question 20: Which of the following is MOST important to consider when auditing an organization’s AI procedures?