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ISACA Advanced in AI Risk Sample Questions:

1. 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

2. Which of the following poses the GREATEST challenge when performing root cause analysis for incidents involving AI systems and data?

A) Privacy compliance
B) Lack of transparency
C) Automation bias
D) Unclear system objectives

3. 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) Federated accountability model
B) Unsupervised learning
C) Hyperparameter fine-tuning
D) Data augmentation

4. A healthcare organization plans to use synthetic records in medical research to help protect patient privacy.
Which of the following is the GREATEST risk associated with using synthetic data to train AI models?

A) Synthetic data may not reflect the diversity of real-world data.
B) The use of synthetic data may lead to regulatory noncompliance.
C) The use of synthetic data may result in an increase in false negatives.
D) Synthetic data may be more susceptible to data poisoning attacks.

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

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

Solutions: