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Valid AAIA Test Duration & AAIA Printable PDF

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ISACA AAIA Exam Syllabus Topics:

Topic
Details

Topic 1

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 2

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 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.

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ISACA AAIA Practice Test Software for Desktop

PrepAwayTest offers up to 1 year of free ISACA Advanced in AI Audit (AAIA) exam questions updates. With our actual questions, you can prepare for the AAIA exam without missing out on any point you need to know. These exam questions provide you with all the necessary knowledge that you will need to clear the ISACA Advanced in AI Audit (AAIA) exam with a high passing score.

ISACA Advanced in AI Audit Sample Questions (Q65-Q70):

NEW QUESTION # 65
An IS auditor is interviewing management about implemented controls around machine learning (ML) models deployed in the production environment. Which of the following schedules for reviewing the performance of a deployed model would be of GREATEST concern to the auditor?

A. After changes to hardware and software platforms
B. One time prior to migrating to production
C. After functionality changes
D. On an annual recurring basis

Answer: B

NEW QUESTION # 66
Which of the following AI system characteristics would BEST help an IS auditor evaluate the system's algorithm?

A. The AI system uses archived transaction data to provide decisions.
B. The AI system provides multiple options for model training.
C. The AI system provides transparent justification of decisions.
D. The AI system algorithm uses training data to inform decision output.

Answer: C

NEW QUESTION # 67
An IS auditor is evaluating an organization's incident management program to ensure it is sufficiently prepared to manage AI-related incidents. Which of the following is MOST important for the auditor to validate?

A. The program mandates retraining AI systems after incidents are investigated.
B. The program uses past AI-related incidents and resolutions to categorize current incidents.
C. The program includes processes to respond to AI model drift and data integrity attacks.
D. The program prioritizes incidents based on alignment with industry leading practices.

Answer: C

NEW QUESTION # 68
When auditing a research agency's use of generative AI models for analyzing scientific data, which of the following is MOST critical to evaluate in order to prevent hallucinatory results and ensure the accuracy of outputs?

A. The effectiveness of data anonymization processes that help preserve data quality
B. The frequency of data audits verifying the integrity and accuracy of inputs
C. The measures in place to ensure the appropriateness and relevance of input data for generative AI models
D. The algorithms for generative AI models designed to detect and correct data bias before processing

Answer: C

NEW QUESTION # 69
While evaluating a complex machine learning (ML) model used for regulatory compliance in a financial institution, which of the following should the IS auditor do to BEST ensure transparency?

A. Document sources and data processes.
B. Provide periodic model audit reports.
C. Create dashboards to show outputs.
D. Use tools that explain model decisions.

Answer: D

NEW QUESTION # 70
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