Free Isaca AAIA Exam Questions

Become Isaca Certified with updated AAIA exam questions and correct answers

Page: 1 / 56

Total 276 Questions | Updated On: Jul 29, 2026

Add To Cart

Question 1

A healthcare organization uses patient data to train an AI model for early disease detection. Which of the following practices provides the BEST assurance that personal data is secure and its integrity is maintained?

A : Encrypting stored data to reduce exposure and log access

B : Updating the AI model with new data and tracking changes

C : Implementing strict data access controls and conducting security tests

D : Anonymizing patient data and performing regular quality checks

Answer: D

Question 2

Which of the following is the GREATEST risk associated with using AI in audit planning?

A : Increased planning costs

B : Scope creep

C : Incomplete data

D : Limited knowledge

Answer: C

Question 3

Which of the following is the MOST important step in an AI incident management process to ensurecontinuous improvement?

A : Define ownership

B : Root cause analysis

C : Archive logs

D : Assess severity

Answer: B

Question 4

Which of the following types of AI can use unlabeled data sets to imitate human learning behavior?

A : Supervised learning

B : Federated learning

C : Reinforcement learning

D : Unsupervised learning

Answer: D

Question 5

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?

A : Insufficient training data

B : Overfitting

C : Underfitting

D : Feature scaling

Answer: B

Page: 1 / 56

Total 276 Questions | Updated On: Jul 29, 2026

Add To Cart