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ISACA AAIR Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Ethics, Privacy, and Responsible AI | - Ethical AI principles and compliance
|
| AI Lifecycle Controls | - Controls across AI development lifecycle
|
| Regulatory and Compliance Requirements | - Global AI regulatory landscape
|
| AI Risk Management | - Risk identification and assessment for AI systems
|
| AI Governance and Strategy | - AI governance frameworks and organizational oversight
|
ISACA Advanced in AI Risk Sample Questions:
Which of the following BEST enables an organization to comply with regulations on the use of biometric data by its AI models?
- A. Deploying liveness detection to recognize deepfakes and spoof attacks
- B. Performing vulnerability scanning of biometric endpoints and reporting results to regulators
- C. Establishing continuous monitoring of biometric capture system logs
- D. Implementing strong governance to ensure biometric data is used only for its intended purposes
Correct Answer: D 🗳️
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Which of the following is MOST important when defining responsible roles for integrating third-party AI services into an organization ' s supply chain?
- A. Designating AI governance and risk ownership
- B. Standardizing migration and data transfer protocols
- C. Mandating cross-functional AI training for third-party staff
- D. Aligning organizational and third-party AI security policies
Correct Answer: A 🗳️
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Which of the following is the GREATEST risk when an AI model is trained on multiple data sources that differ in update frequency and quality?
- A. Increased computational costs
- B. Complex integration challenges and deployment delays
- C. Regulatory noncompliance
- D. Inconsistency in model outputs and operational decisions
Correct Answer: D 🗳️
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Which of the following is the PRIMARY benefit of rigorously testing and validating AI models prior to deployment into production?
- A. Maximizing average-case accuracy on training data
- B. Improving regulatory compliance posture and readiness
- C. Reducing the frequency of post-deployment monitoring activities
- D. Minimizing risk related to inaccurate or biased decision outputs
Correct Answer: D 🗳️
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Which of the following poses the GREATEST challenge related to the protection of intellectual property generated by AI solutions?
- A. Inherent risk in fundamental AI use cases such as general inquiries or administrative tasks
- B. Difficulty in customizing training materials for users on confidential data handling in AI environments
- C. Use of third-party AI service providers that have zero-data retention policies
- D. Lack of regulatory clarity regarding the copyright status of AI-generated content
Correct Answer: D 🗳️
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