Learn with ISACA : AAIR training material for 100% pass
Last Updated: Oct 09, 2026
No. of Questions: 182 Questions & Answers with Testing Engine
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ISACA AAIR Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| AI Risk Program Management | 42% | - AI risk assessment and treatment strategies - Enterprise AI risk program design - AI governance communication and reporting - AI risk monitoring and continuous improvement |
| AI Life Cycle Risk Management | - AI development, deployment, and monitoring risks - AI model and data risk identification - AI bias, drift, transparency, and control evaluation | |
| AI Risk Governance and Framework Integration | 37% | - AI Ownership, Oversight, and Accountability - AI Models, Frameworks, Strategies, and Use Cases - AI Organizational Processes and Alignment |
ISACA Advanced in AI Risk Sample Questions:
Which of the following is the MOST critical component of a disaster recovery plan (DRP) for data, models, and AI infrastructure?
- A. Management of supply chain disruptions and organizational staff shortages
- B. Restoration processes for production-ready AI models with version control and remote storage
- C. Details of insurance policies that provide coverage for business losses due to major AI incidents
- D. Organizational policies and strategic goals related to business continuity
Correct Answer: B 🗳️
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Which of the following is the MOST effective way to gain insight into an organization ' s exposure to AI- powered threats?
- A. Implement continuous monitoring and behavior analytics.
- B. Review data flow diagrams to identify hidden sources of risk.
- C. Automate threat hunting activities and processes.
- D. Utilize signature-based threat detection.
Correct Answer: A 🗳️
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A risk practitioner learns that an AI system used by a manufacturer for quality control (QC) has produced inaccurate responses that could potentially impact user safety. Which of the following is the risk practitioner ' s BEST recommendation to mitigate this risk?
- A. Provide AI prompt engineering training.
- B. Augment the model with synthetic data.
- C. Implement human-in-the-loop reviews.
- D. Conduct bias and fairness testing.
Correct Answer: C 🗳️
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Which of the following BEST enables an organization adopting AI solutions to foster an ethical and risk- aware culture?
- A. Senior management representatives actively participate in industry conferences related to AI ethics.
- B. AI policies include clear disciplinary actions for violations of risk and ethical standards.
- C. All business units use checklists to ensure AI risk and ethical concerns are addressed.
- D. Leadership consistently models ethical behavior and values for AI development and use.
Correct Answer: D 🗳️
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A hospital is deploying an AI system to build personalized treatment profiles for patients. The risk practitioner reviews the privacy and legal risks of this AI initiative. Which item represents the **most significant legal and privacy risk?
- A. Synthetic data augmentation is used during AI model training.
- B. Patients ' access to their profiles is granted through single sign-on (SSO).
- C. There is no mechanism for patients to opt out of AI interactions.
- D. There is no consent for the organization to use the patients ' information.
Correct Answer: D 🗳️
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