ISACA Certified AI Security Manager — Question 32

The PRIMARY goal of data poisoning attacks is to:

Answer options

• A. undermine the integrity of the AI system's outputs.
• B. manipulate the behavior of the model during development.
• C. compromise the confidentiality of model input data.
• D. compromise the confidentiality of output data from the model.

Correct answer: B

Explanation

The correct answer is B because data poisoning attacks specifically aim to influence the model's behavior during its training phase, thereby affecting its outputs. Options A, C, and D do not capture the primary intent of data poisoning, which focuses on manipulation during development rather than merely affecting integrity or confidentiality.