Free ISACA AAIA Exam Dumps Questions & Answers

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.  Retrain the AI model using an external data set certified for inclusivity and fairness.
• C.  Suspend the use of the AI system until the training data can be verified for fairness and compliance.
• D.  Require manual reviews of all AI-generated recruitment decisions before hiring is finalized.

The PRIMARY purpose of utilizing neural networks in AI is to:

• A.  Increase computational power.
• B.  Minimize maintenance costs.
• C.  Mimic human decision making.
• D.  Improve the user interface.

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 recognize a surge in demand during a popular shopping season. Which of the following issues does this situation BEST demonstrate?

• A.  Lack of outlier checks in data affecting forecast accuracy
• B.  Data drift impacting system forecasting
• C.  Limited data set diversity impacting model training
• D.  Overfitting issues due to a small training data set

Which of the following BEST detects model drift or unexpected changes in AI model outputs?

• A.  AI model retraining
• B.  Standardization of AI configurations
• C.  AI model documentation reviews
• D.  Anomaly monitoring

A bank uses a video-based know your customer (KYC) verification process. Cybercriminals exploit this process by using deepfake technology to impersonate bank customers. Which of the following countermeasures is the BEST way for the bank to mitigate this risk?

• A.  Discontinuing the use of the video-based verification process
• B.  Leveraging AI-based liveness detection during video verification
• C.  Requesting additional identity and address documents for verification
• D.  Encrypting all customer data and communication