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ISACA Advanced in AI Risk Sample Questions:

1. Which of the following is the MOST appropriate key performance indicator (KPI) for the effectiveness of a targeted AI risk awareness training program?

A) Percentage of users who can identify the financial impact of AI outcomes
B) Changes in risk ratings for risk scenarios involving awareness of insider threats
C) AI solution adoption rates among business units whose employees have taken training
D) Number of AI irregularities or potential tampering incidents reported by users

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

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

4. AI tools can BEST help to mitigate supply chain risk by:

A) performing sentiment analysis on supplier reputation and reviews.
B) identifying historical physical and logical security control gaps.
C) enhancing predictive capabilities to identify potential disruptions.
D) automating routine inventory management tasks.

5. Which of the following is the GREATEST benefit of incorporating AI technology for data asset management?

A) Providing more rapid identification of overfitting during model training
B) Reducing the initial impacts of data poisoning and exfiltration attacks
C) Automating data cleaning and metadata tagging for large datasets
D) Justifying the use of synthetic data to augment smaller datasets

Solutions: