ISACA Advanced in AI Audit (AAIA)
Last Update 2 days ago
Total Questions : 90
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An organization is adopting AI for its procurement and inventory teams, raising concern from stakeholders that they will lose their jobs due to AI. Which of the following is the BEST way for the IS auditor to assess whether the potential negative impacts were minimized?
During an audit of an investment organization's AI-powered software, an IS auditor identifies a potential security risk. What is the GREATEST risk associated with staff exfiltrating organizational data to a generative AI tool?
A healthcare organization uses an AI model to analyze patient data and provide diagnostic recommendations. Which of the following MOST effectively detects data drift related to the model's predictions?
The BEST way to prevent sensitive information disclosure by large language model (LLM) chatbots is through:
Which of the following correctly summarizes the conclusions of the model card excerpt provided?
Model Card – Electrical Grid Predictive Maintenance Model
Model Information:
Description: AI model designed to predict maintenance needs for electrical grid components, reduce unplanned downtime, and improve grid reliability.
Inputs: Real-time sensor data, historical maintenance records, and operational logs.
Outputs: Maintenance needs predictions for 60 & 90 days.Evaluation:
Approach: Cross-validation and validation of accuracy, precision, and recall.
Results: Accuracy 72%; Precision 60%; Recall 95%; F1 76%
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?
Which of the following metrics are the BEST indication of a mature and effective approach to an organization's data governance program for its AI systems?
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?
Which of the following controls MOST effectively helps to ensure an AI model is resilient against external threats?
An IS auditor notes that an AI model achieved significantly better results on training data than on test data. Which of the following problems with the model has the IS auditor identified?
TESTED 26 Jun 2025
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