ISACA Certified AI Security Manager — Question 13

Which of the following would BEST help to prevent the compromise of a facial recognition AI system through the use of alterations in facial appearance?

Answer options

• A. Enhancing training data to increase variance
• B. Fine-tuning the AI model to decrease hallucinations
• C. Monitoring the system for misuse cases
• D. Implementing a secondary AI system to confirm images

Correct answer: A

Explanation

The correct answer is A because enhancing training data with more variability helps the AI model recognize and adapt to alterations in facial appearance, increasing its robustness against manipulation. Options B and C do not directly address the issue of facial alteration, while option D introduces complexity without necessarily improving the primary system's security against alterations.