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ISACA AAIR Exam Overview:
| Certification Vendor: | ISACA |
|---|---|
| Exam Name: | ISACA Advanced in AI Risk (AAIR) |
| Exam Number: | AAIR |
| Exam Duration: | 120 minutes |
| Exam Format: | Multiple choice |
| Certificate Validity Period: | No fixed expiry (continuing professional education required for maintenance) |
| Real Exam Qty: | 100 (estimated) |
| Related Certifications: | CGEIT CRISC CISM |
| Exam Price: | USD 575 (non-member, estimated ISACA standard pricing range) |
| Available Languages: | English |
| Passing Score: | Typically 65% (ISACA standard scaled scoring may apply) |
| 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 |
|---|---|
| AI Lifecycle Controls | - Controls across AI development lifecycle
|
| Ethics, Privacy, and Responsible AI | - Ethical AI principles and compliance
|
| AI Governance and Strategy | - AI governance frameworks and organizational oversight
|
| Regulatory and Compliance Requirements | - Global AI regulatory landscape
|
| AI Risk Management | - Risk identification and assessment for AI systems
|
ISACA Advanced in AI Risk Sample Questions:
Which of the following BEST enables an organization adopting AI solutions to foster an ethical and risk- aware culture?
- A. All business units use checklists to ensure AI risk and ethical concerns are addressed.
- B. Leadership consistently models ethical behavior and values for AI development and use.
- C. AI policies include clear disciplinary actions for violations of risk and ethical standards.
- D. Senior management representatives actively participate in industry conferences related to AI ethics.
Correct Answer: B 🗳️
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Which of the following poses the GREATEST risk during the development phase of an AI system?
- A. Inadequate mitigation of data poisoning attacks
- B. Insufficient scalability and load testing procedures
- C. Delayed integration of model explainability capabilities
- D. Failure to maintain comprehensive model documentation
Correct Answer: A 🗳️
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Which of the following BEST helps to ensure the success of an AI risk management plan?
- A. Robust structures for governance and ethical oversight
- B. Continuous validation of security controls for AI training datasets
- C. Protection mechanisms for proprietary organizational information and trade secrets
- D. Standardization of risk assessment criteria across relevant use cases
Correct Answer: A 🗳️
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Which of the following is the GREATEST benefit of incorporating AI technology for data asset management?
- A. Reducing the initial impacts of data poisoning and exfiltration attacks
- B. Automating data cleaning and metadata tagging for large datasets
- C. Justifying the use of synthetic data to augment smaller datasets
- D. Providing more rapid identification of overfitting during model training
Correct Answer: B 🗳️
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An organization seeks to improve AI oversight by incorporating external perspectives regarding potential public harms from AI use. Which of the following is MOST important to consider?
- A. Quantitative metrics to measure and report fairness and performance
- B. Public policy research checklists that assess potential public impacts
- C. Post-deployment analysis and escalation of observed harms from operational logs and user complaints
- D. Formal procedures to solicit and prioritize feedback from affected communities and independent experts
Correct Answer: D 🗳️
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