ISACA Certified AI Security Manager — Question 6

During the creation of a new large language model (LLM), an organization procured training data from multiple sources. Which of the following is MOST likely to address the CISO's security and privacy concerns?

Answer options

• A. Data minimization
• B. Data augmentation
• C. Data classification
• D. Data discovery

Correct answer: C

Explanation

Data classification is crucial as it helps identify and categorize the types of data being used, ensuring that sensitive information is handled appropriately, which directly addresses security and privacy concerns. Data minimization focuses on reducing data usage rather than organizing it, data augmentation refers to enhancing data quality, and data discovery involves finding and analyzing data but does not specifically address security measures.