PDF Version DemoAlong with the coming of the information age, the excellent IT skills are the primary criterion for selecting talent of enterprises. ISACA Certification gives an IT a credential that is recognized in the IT industry. It can act as a passport to a well-rewarded job, smooth the path to promotion or higher earnings. Here, ISACA certification AAIR exam (ISACA Advanced in AI Risk) is a very important exam to help you get better progress and to test your IT skills.
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ISACA AAIR Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AI Life Cycle Risk Management | 21% | - AI Model Training, Testing, and Validation - AI Data and Asset Management - AI Design, Development/Procurement, and Documentation - AI Implementation, Maintenance, and Decommissioning |
| Topic 2: AI Risk Program Management | 42% | - AI Risk Assurance and Continuous Improvement - AI Risk Identification and Assessment - AI Risk Monitoring and Reporting - AI Risk Response and Mitigation |
| Topic 3: AI Risk Governance and Framework Integration | 37% | - AI Trustworthiness, Ethical and Societal Implications - AI Regulatory Compliance and Legal Considerations - AI Models, Frameworks, Strategies, and Use Cases - AI Ownership, Oversight, and Accountability - AI Organizational Processes and Alignment - AI Policies, Procedures, and Organizational Training |
ISACA Advanced in AI Risk Sample Questions:
Question #1
Which of the following is the PRIMARY benefit of incorporating new AI-specific controls?
A. It reduces costs by eliminating redundant controls and consolidating control oversight.
B. It identifies and prioritizes compliance reporting requirements that apply to both existing and new controls.
C. It accelerates deployment timelines by enabling more efficient pre-deployment risk analysis.
D. It provides a holistic approach to address conventional governance exposures and emerging AI vulnerabilities.
Question #2
Which of the following is the GREATEST risk when AI governance fails to incorporate stakeholder perspectives in policy and design decisions?
A. Inadequate model transparency and explainability
B. Inappropriate concentration of authority for approving AI use cases
C. Unclear structures for strategic decision-making
D. Misalignment of AI behavior and outputs with expected business cases
Question #3
A rideshare organization is considering the use of AI for dynamic surge pricing. Which of the following is the MOST important risk to evaluate?
A. Difficulty of connecting AI pricing tools with existing enterprise resource planning (ERP) systems
B. Inaccurate predictions due to AI models being trained on outdated data
C. Overly complex algorithms resulting in computational overload during peak periods
D. Potential regulatory inquiries for anti-competitive AI pricing practices
Question #4
Which of the following is the PRIMARY benefit of using AI-based data analytic tools to monitor AI system risk?
A. Comprehensive logging and documentation of unauthorized AI system access attempts
B. Reduction of human involvement through automation of risk analyses and treatment decisions
C. Early detection of latent vulnerabilities by identifying anomalous patterns within large datasets
D. Forecasting industry-specific AI risk trends and projecting future financial and business risk
Question #5
Which of the following BEST helps to ensure adherence to data minimization principles when using an AI model whose training dataset contains personal information?
A. Data encryption
B. Role-based access control (RBAC)
C. Pseudonymization
D. Data loss prevention (DLP)
Solutions:
| Question #1 Correct Answer: D | Question #2 Correct Answer: D | Question #3 Correct Answer: D | Question #4 Correct Answer: C | Question #5 Correct Answer: C |
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