ISACA AAIA

ISACA AAIA Exam Syllabus Topics:

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ISACA Advanced in AI Audit Sample Questions:

Question #1
What is the GREATEST risk of relying solely on aggregate accuracy as the primary success metric for a deployed AI model?

A. It cannot be calculated for classification models
B. It requires too much computing power to calculate
C. It can mask significant performance disparities across subgroups or specific use cases
D. It is too difficult for auditors to understand

Question #2
Which of the following is MOST important to consider when deciding whether to implement an AI solution?

A. The space required for AI hardware
B. The speed of AI implementation
C. The ethical implications of AI
D. The cost of AI implementation

Question #3
The PRIMARY purpose of utilizing neural networks in AI is to:

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

Question #4
Which of the following is the BEST use of AI to audit relationships for conflicts of interest or collusion?

A. Graph analytics
B. Monte Carlo simulation
C. Correlation matrix
D. Time series analysis

Question #5
Which of the following is MOST important for an IS auditor to consider when identifying AI risk in a know your customer (KYC) application within a banking organization?

A. Benchmarking against peer organizations
B. Incident response plan
C. Business disruption and financial impact
D. Intellectual property leakage and invalidation

Solutions: