Purchase ISACA : AAIR Exam Materials and then pass exam easily
Updated: Sep 17, 2026
No. of Questions: 92 Questions & Answers with Testing Engine
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ISACA AAIR Exam Overview:
| Certification Vendor: | ISACA |
|---|---|
| Exam Name: | ISACA Advanced in AI Risk (AAIR) |
| Exam Number: | AAIR |
| Exam Price: | USD 575 (non-member, estimated ISACA standard pricing range) |
| Exam Format: | Multiple choice |
| Real Exam Qty: | 100 (estimated) |
| Passing Score: | Typically 65% (ISACA standard scaled scoring may apply) |
| Related Certifications: | CRISC CGEIT CISM |
| Exam Duration: | 120 minutes |
| Available Languages: | English |
| Certificate Validity Period: | No fixed expiry (continuing professional education required for maintenance) |
| Sample Questions: | ISACA AAIR Sample Questions |
| Exam Way: | Online and testing center delivery options (computer-based exam) |
| Pre Condition: | Recommended: familiarity with IT governance, risk management, and AI/ML fundamentals; related ISACA certifications beneficial |
| Official Syllabus URL: | https://www.isaca.org |
ISACA AAIR Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Regulatory and Compliance Requirements | - Global AI regulatory landscape
|
| AI Governance and Strategy | - AI governance frameworks and organizational oversight
|
| AI Lifecycle Controls | - Controls across AI development lifecycle
|
| AI Risk Management | - Risk identification and assessment for AI systems
|
| Ethics, Privacy, and Responsible AI | - Ethical AI principles and compliance
|
ISACA Advanced in AI Risk Sample Questions:
An organization depends on multiple external suppliers for AI models and training datasets. Which of the following is MOST important to have in place in order to reduce supply chain risk?
- A. Requirement for vendors to provide documentation of model training methods used
- B. Appointment of a vendor risk manager with AI expertise to serve as a single point of contact
- C. Standard indemnity clauses in vendor contracts to assign liability responsibilities
- D. Verifiable end-to-end provenance and audit trails for externally sourced artifacts
Correct Answer: D 🗳️
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Which of the following is a risk practitioner ' s BEST justification for embedding AI risk considerations into acceptable use policies?
- A. Maintaining alignment of enterprise tolerance across decision-making systems
- B. Addressing the potential for shadow AI by defining an allow list for AI tools
- C. Assigning AI risk accountability to business unit leadership
- D. Applying uniform risk controls across diverse business functions
Correct Answer: A 🗳️
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Which of the following BEST mitigates risk associated with evasion attacks on AI models?
- A. API rate limiting
- B. Anomaly detection
- C. Feature importance weighting
- D. Predictive analytics
Correct Answer: B 🗳️
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Which of the following BEST helps to ensure adherence to data minimization principles when using an AI model whose training dataset contains personal information?
- A. Pseudonymization
- B. Data encryption
- C. Role-based access control (RBAC)
- D. Data loss prevention (DLP)
Correct Answer: A 🗳️
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Which of the following is the GREATEST organizational risk when AI performance alerts are not escalated to decision-makers for review and decisioning?
- A. Inadequate representation of AI operational risk in governance reporting
- B. Business disruption due to delayed remediation of unstable AI behavior
- C. Excessive cost and resource allocation due to redundant mitigation activities
- D. Loss of traceability from insufficient model decision logging
Correct Answer: B 🗳️
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