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ISACA AAIR Q&A - in .pdf
ISACA AAIR Value Pack
(Frequently Bought Together)
- Exam Code: AAIR
- Exam Name: ISACA Advanced in AI Risk
Online Testing Engine supports Windows / Mac / Android / iOS, etc., because it is the software based on WEB browser.- If you purchase ISACA AAIR Value Pack, you will also own the free online Testing Engine.
- Updated: Oct 11, 2026
- Q & A: 182 Questions and Answers
- AAIR PDF + PC Testing Engine + Online Testing Engine
- Value Pack Total: $119.98 $79.99
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ISACA AAIR Q&A - Testing Engine
- Exam Code: AAIR
- Exam Name: ISACA Advanced in AI Risk
- Updated: Oct 11, 2026
- Q & A: 182 Questions and Answers
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ISACA AAIR Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: AI Lifecycle Controls | - Controls across AI development lifecycle
|
| Topic 2: AI Risk Management | - Risk identification and assessment for AI systems
|
| Topic 3: Regulatory and Compliance Requirements | - Global AI regulatory landscape
|
| Topic 4: AI Governance and Strategy | - AI governance frameworks and organizational oversight
|
| Topic 5: Ethics, Privacy, and Responsible AI | - Ethical AI principles and compliance
|
ISACA Advanced in AI Risk Sample Questions:
Question #1
An organization is designing an enterprise dashboard to support governance of its AI program. Which of the following is the risk practitioner ' s BEST recommendation?
- A. Develop AI-specific risk heat maps based on the degree of variance from predicted model training outcomes.
- B. Assign dashboard responsibility to the IT function and require the inclusion of AI system availability metrics.
- C. Designate AI system uptime, availability, and infrastructure health metrics as primary performance indicators.
- D. Aggregate diverse metrics from all AI life cycle stages to deliver a unified and actionable enterprise view.
Correct Answer: D 🗳️
Explanation: Only visible for PracticeDump members. You can sign-up / login (it's free).
Question #2
A risk practitioner learns that an organization ' s AI inventory includes separate listings of AI systems, models, and datasets. Which of the following is the risk practitioner ' s BEST recommendation to improve AI governance?
- A. Assign inventory oversight to the AI risk committee.
- B. Map interdependencies between AI assets continuously.
- C. Automate inventory reconciliation steps.
- D. Include information about model training frequency.
Correct Answer: B 🗳️
Explanation: Only visible for PracticeDump members. You can sign-up / login (it's free).
Question #3
A risk practitioner assesses a new AI system and determines that the risk is within the organization ' s risk tolerance. Which of the following is the BEST recommendation to ensure system controls remain effective over time?
- A. Periodic regulatory compliance reviews
- B. Ongoing AI security and risk awareness training
- C. Alignment with recognized AI control frameworks
- D. Continuous monitoring for data and performance drift
Correct Answer: D 🗳️
Question #4
Which of the following BEST mitigates privacy exposure when using datasets for AI model training that include personal information?
- A. Requiring human reviews before deployment
- B. Retaining metadata related to the structure of datasets
- C. Implementing robust de-identification controls
- D. Enforcing strict user authentication requirements
Correct Answer: C 🗳️
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Question #5
Which of the following BEST enables an organization to comply with regulations on the use of biometric data by its AI models?
- A. Implementing strong governance to ensure biometric data is used only for its intended purposes
- B. Performing vulnerability scanning of biometric endpoints and reporting results to regulators
- C. Deploying liveness detection to recognize deepfakes and spoof attacks
- D. Establishing continuous monitoring of biometric capture system logs
Correct Answer: A 🗳️
Explanation: Only visible for PracticeDump members. You can sign-up / login (it's free).
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