Which of the following AI system characteristics would BEST help an IS auditor evaluate the system's algorithm?

• A.The AI system algorithm uses training data to inform decision output.
• B.The AI system provides multiple options for model training.
• C.The AI system provides transparent justification of decisions.
• D.The AI system uses archived transaction data to provide decisions.

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Which of the following is the GREATEST benefit of using AI to evaluate data quality during an audit?

• A.Efficiency of reviewing procedures for compliance with regulations
• B.Processing cost associated with data analytics
• C.Identifying outliers indicating data errors affecting model predictions
• D.Ability to utilize sample data population for model predictions

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When developing an audit plan, which of the following is MOST important specifically for the transparency of an AI application?

• A.Explainability testing
• B.Regression testing
• C.Compliance testing
• D.Validation testing

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Which of the following should be done FIRST when an attacker exfiltrates sensitive information from an AI model?

• A.Implement rate limiting and query restrictions to reduce exploitation attempts.
• B.Isolate impacted systems until the attack vector is identified.
• C.Rebuild the AI model using a more secure architecture.
• D.Inform regulators and affected stakeholders of a potential data breach.

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An IS auditor is auditing an organization's data governance framework. The primary objective is to provide assurance that data management practices are standardized to support a trustworthy AI system. Which of the following should be the auditor's MOST important consideration?

• A.Retention of stored data
• B.Portability of data
• C.Data practices for training models
• D.Accountability for data management

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