• Exam Code: AAIR
  • Exam Name: ISACA Advanced in AI Risk
  • Certification Provider: ISACA
  • Corresponding Certification:AI Risk
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ISACA AAIR Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: AI Risk Governance and Framework Integration37%- AI Models, Frameworks, Strategies, and Use Cases
- AI Ownership, Oversight, and Accountability
- AI Organizational Processes and Alignment
Topic 2: AI Risk Program Management42%- Enterprise AI risk program design
- AI risk assessment and treatment strategies
- AI governance communication and reporting
- AI risk monitoring and continuous improvement
Topic 3: AI Life Cycle Risk Management- AI development, deployment, and monitoring risks
- AI bias, drift, transparency, and control evaluation
- AI model and data risk identification

ISACA Advanced in AI Risk Sample Questions:

When identifying AI risk scenarios for a customer service chatbot, which of the following is MOST important for a risk practitioner to evaluate?

  • A. Severity of adverse effects on critical stakeholders and objectives
  • B. Selection of encryption methods for customer personal information
  • C. Volume and complexity of training datasets
  • D. Frequency of past incidents involving the chatbot
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for ITPassLeader members. You can sign-up / login (it's free).

Which of the following is the PRIMARY benefit of aligning AI risk management with existing organizational governance frameworks?

  • A. It standardizes AI acquisition processes across organizational business units.
  • B. It promotes consistent enterprise-level oversight of AI activities and aligns decisioning with strategic objectives.
  • C. It emphasizes the development of specialized functional roles and clarifies AI risk responsibility boundaries.
  • D. It expedites approval processes for compliance with AI laws and regulations.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Explanation: Only visible for ITPassLeader members. You can sign-up / login (it's free).

Which of the following is the MOST important consideration when selecting an AI governance framework for a civil aviation system?

  • A. Provisions for human oversight
  • B. Passenger data privacy controls
  • C. Centralization of technical operations
  • D. Simplification of model architecture
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Explanation: Only visible for ITPassLeader members. You can sign-up / login (it's free).

Which of the following is the PRIMARY risk associated with the use of unsupervised learning methods to train AI models?

  • A. Limited generalization to new and unseen data
  • B. Poor performance on complex datasets
  • C. Lack of labeling and explainability
  • D. Inability to balance classes via oversampling
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Explanation: Only visible for ITPassLeader members. You can sign-up / login (it's free).

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. There is no mechanism for patients to opt out of AI interactions.
  • B. There is no consent for the organization to use the patients ' information.
  • C. Patients ' access to their profiles is granted through single sign-on (SSO).
  • D. Synthetic data augmentation is used during AI model training.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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