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ISACA AAIR Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Regulatory and Compliance Requirements | - Global AI regulatory landscape
|
| Topic 2: AI Risk Management | - Risk identification and assessment for AI systems
|
| Topic 3: AI Governance and Strategy | - AI governance frameworks and organizational oversight
|
| Topic 4: AI Lifecycle Controls | - Controls across AI development lifecycle
|
| Topic 5: Ethics, Privacy, and Responsible AI | - Ethical AI principles and compliance
|
ISACA Advanced in AI Risk Sample Questions:
Question #1
Which of the following is the PRIMARY benefit of integrating AI-driven business intelligence into enterprise risk processes?
A. Centralized governance of AI inventory and classification activities
B. Reduced costs through elimination of redundant business risk oversight mechanisms
C. Automated production of technical performance reports for AI business tools
D. Enhanced alignment of analysis outputs with organizational risk thresholds
Question #2
Which of the following BEST helps to ensure a deep learning model with a large volume of relevant data meets an organization ' s needs?
A. Hyperparameter fine-tuning
B. Unsupervised learning
C. Federated accountability model
D. Data augmentation
Question #3
Which of the following is the MOST critical component of a disaster recovery plan (DRP) for data, models, and AI infrastructure?
A. Details of insurance policies that provide coverage for business losses due to major AI incidents
B. Management of supply chain disruptions and organizational staff shortages
C. Organizational policies and strategic goals related to business continuity
D. Restoration processes for production-ready AI models with version control and remote storage
Question #4
Which of the following is the GREATEST concern when AI risk management operates separately from enterprise risk management (ERM)?
A. Reduced return on investment (ROI) due to increased model training costs
B. Lack of strategic control alignment
C. Inconsistent regulatory reporting
D. Redundant risk documentation and scoring
Question #5
Which of the following is the GREATEST societal risk posed by the dissemination of deepfakes created with AI image generation technology?
A. Job loss and economic destabilization
B. Disclosure of personal data
C. Intellectual property infringement
D. Widespread misinformation
Solutions:
| Question #1 Correct Answer: D | Question #2 Correct Answer: A | Question #3 Correct Answer: D | Question #4 Correct Answer: B | Question #5 Correct Answer: D |
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