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ISACA Advanced in AI Security Management (AAISM) Sample Questions:

1. Which of the following BEST describes the role of risk documentation in an AI governance program?

A) Offering detailed analyses of technical risk and vulnerabilities
B) Outlining the acceptable levels of risk for AI-related initiatives
C) Demonstrating governance, risk, and compliance (GRC) for external stakeholders
D) Providing a record of past AI-related incidents for audits

2. As organizations increasingly rely on vendors to develop AI systems, which of the following is the MOST effective way to monitor vendors and ensure compliance with ethical and security standards?

A) Requiring vendors to monitor their adherence to ethics and security standards
B) Mandating that vendors share source code and AI documentation with the contracting party
C) Allowing vendors to self-attest ethical AI compliance and implement benchmark monitoring
D) Conducting regular audits of vendor processes and adherence to AI development guidelines

3. Embedding unique identifiers into AI models would BEST help with:

A) Tracking ownership
B) Eliminating AI system biases
C) Preventing unauthorized access
D) Detecting adversarial attacks

4. Which of the following is the BEST mitigation control for membership inference attacks on AI systems?

A) AI threat modeling
B) Differential privacy
C) Cybersecurity-oriented red teaming
D) Model ensemble techniques

5. In a new supply chain management system, AI models used by participating parties are interactively connected to generate advice in support of management decision making. Which of the following is the GREATEST challenge related to this architecture?

A) Explaining the overall benefit of the system to stakeholders
B) Determining the aggregate risk of the system
C) Establishing clear lines of responsibility for AI model outputs
D) Identifying hallucinations returned by AI models

Solutions: