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ISACA AAIA Exam Syllabus Topics:

Topic	Details
Topic 1	AI GOVERNANCE AND RISK: It encompasses understanding different AI models and their life cycles, guiding AI strategy, defining roles and policies, managing AI-related risks, overseeing data privacy and governance, and ensuring adherence to ethical practices, standards, and regulations.
Topic 2	Auditing Tools and Techniques: This section of the exam measures the skills of AI auditors and centers on auditing AI systems using appropriate tools and methods. It includes audit planning and design, sampling methodologies specific to AI, collecting audit evidence, using data analytics for quality assurance, and producing AI audit outputs and reports, including follow-up and quality control measures.
Topic 3	AI Operations: It covers managing AI-specific data needs—including collection, quality, security, and classification—applying development lifecycle methodologies with privacy and security by design, change and incident management, testing AI solutions, identifying AI-related threats and vulnerabilities, and supervising AI deployments.

Reference: https://www.isaca.org/credentialing/aaia

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ISACA Advanced in AI Audit Sample Questions:

Question #1

A newly deployed fraud detection model is misclassifying transactions due to inconsistent formatting in the data stream. What is the BEST recommendation?

A. Define and document the technical specifications for incoming data
B. Train staff on fraud patterns and alert handling
C. Increase model complexity to handle more input types
D. Enable real-time monitoring of transaction volumes

Reveal Solution Discussion 0

Correct Answer: A 🗳️