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

ISACA Advanced in AI Risk Sample Questions:

Which of the following is the GREATEST risk when an organization lacks clearly defined accountability mechanisms for AI outputs and decisions?

  • A. Ineffective model training
  • B. Intellectual property exposure
  • C. Legal liability
  • D. Reduced availability
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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

An organization uses an AI model that learns from live data streams. Which of the following is the BEST course of action to manage the risk of an adaptive model?

  • A. Utilize a defense-in-depth control approach for model access.
  • B. Restrict data sources and perform periodic data quality inspections.
  • C. Apply dynamic performance thresholds and conduct scheduled recalibrations.
  • D. Implement automated monitoring to detect data drift and data poisoning.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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

Which of the following is the MOST important reason that risk practitioners should distinguish among traditional supervised models, unsupervised models, and large language models (LLMs) when assessing AI risk?

  • A. Each type of model has different explainability, fairness, and resiliency profiles.
  • B. Unsupervised models inherently introduce more hallucination risk.
  • C. Data used for LLMs requires more extensive cleaning and preprocessing.
  • D. Parameter counts and complexity vary widely between different model types.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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

An organization integrates multiple AI services using APIs to enhance a customer support chatbot. Which of the following is the GREATEST risk?

  • A. Customer dissatisfaction from operational delays
  • B. Greater likelihood of bias or inaccuracy in chatbot responses
  • C. Unauthorized disclosure of sensitive records via insecure external connections
  • D. Insufficient training datasets due to outdated or limited sample coverage
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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

A financial organization is developing an AI model for credit risk assessment. Which of the following is MOST important to ensure the training data supports accurate and unbiased outcomes?

  • A. Dataset diversity
  • B. Supervised learning
  • C. Synthetic data augmentation
  • D. Data normalization
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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

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