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ISACA Advanced in AI Risk Sample Questions:

1. Which of the following is the PRIMARY benefit of using AI-based data analytic tools to monitor AI system risk?

A) Early detection of latent vulnerabilities by identifying anomalous patterns within large datasets
B) Reduction of human involvement through automation of risk analyses and treatment decisions
C) Forecasting industry-specific AI risk trends and projecting future financial and business risk
D) Comprehensive logging and documentation of unauthorized AI system access attempts

2. 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) Role-based access control (RBAC)
B) Pseudonymization
C) Data loss prevention (DLP)
D) Data encryption

3. A risk practitioner discovers that autonomous agents have been creating temporary HR system identities.
Which of the following poses the GREATEST risk?

A) Ineffective credential management
B) Delays in breach identification and response
C) Increased staffing needs for human validation
D) Identities are not incorporated into the federated system

4. Which of the following would be of GREATEST concern to a risk practitioner reviewing the testing and validation of an AI-driven technical support system?

A) Insufficient encryption of data at rest and in transit
B) Excessive dependence on manual sampling
C) Infrequent incorporation of updated training datasets
D) Inaccurate outputs resulting from model drift

5. An organization adopts a third-party AI service under a shared responsibility model. Which of the following is the MOST important area of focus for the risk practitioner?

A) Testing data pathways for confidentiality, integrity, and provenance
B) Documented assignment of control ownership and decision authority
C) Contractual clauses defining liability and remediation timelines
D) Comprehensive staff training on operational procedures and escalation

Solutions: