Isaca AAIA Certification Practice Questions & Answers

Question 6 of 445

A digital bank utilizes an AI system to generate credit scores. Which of the following would BEST mitigate the risk of sudden and unexplained changes in a borrower's credit score?

A.

Using only data from the last six months to one year to avoid outdated information affecting the credit score

B.

Ensuring the system is periodically reviewed and calibrated by human experts to maintain stability in predictions

C.

Obtaining and validating the credit scores from third-party agencies to cross-check AI-generated results

D.

Allowing the AI to operate fully autonomously to prevent processing delays

Question 7 of 445

Which of the following is MOST important for an IS auditor to review during an AI system audit in order to determine compliance with intellectual property and data rights?

A.

Data performance metrics

B.

Use of open-source intellectual property

C.

Model runtime efficiency logs

D.

Data usage agreements

Question 8 of 445

Which of the following is the PRIMARY objective of AI governance?

A.

Implementing compliance and ethics controls for AI initiatives

B.

Promoting a positive return on investment (ROI) from AI projects

C.

Defining clear roles and responsibilities for AI development, use, and oversight

D.

Ensuring controls over AI are designed well and operate effectively

Question 9 of 445

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.

Implementing strict data access controls and conducting security tests

B.

Encrypting stored data to reduce exposure and log access

C.

Updating the AI model with new data and tracking changes

D.

Anonymizing patient data and performing regular quality checks

Question 10 of 445

An organization deploys an AI recruitment platform to screen job applicants. The IS auditor identifies that the platform’s decisions may be influenced by model bias. Which of the following risk mitigation strategies is BEST for the auditor to recommend?

A.

Implement a process to periodically test the AI system for biases and adjust parameters as needed.

B.

Suspend the use of the AI system until the training data can be verified for fairness and compliance.

C.

Require manual reviews of all AI-generated recruitment decisions before hiring is finalized.

D.

Retrain the AI model using an external data set certified for inclusivity and fairness.