AI developers often find it difficult to explain the processes inside deep learning systems PRIMARILY because:
Answer(s): B
Deep learning systems rely on complex neural network architectures with many hidden layers and nonlinear interactions, making their internal decision processes difficult to interpret and explain, even though the underlying mathematics is known.
A preliminary risk assessment of a software as a service (SaaS)-based large language model (LLM) powered business support system has identified prompt injection, data poisoning, and model exfiltration as material threats. Which of the following is the BEST approach to ensure risks are treated consistently?
An AI threat control matrix ensures consistent risk treatment by explicitly mapping identified threats such as prompt injection, data poisoning, and model exfiltration to defined controls, ownership, and assurance activities across the AI system lifecycle.
Which of the following BEST describes the role of model cards in AI solutions?
Model cards provide a standardized way to document key information about an AI model, including its intended use, training data characteristics, limitations, ethical considerations, and performance context, supporting transparency, governance, and responsible use.
When evaluating a third-party AI service provider, which of the following master services agreement provisions is MOST critical for managing security risk?
Answer(s): C
Prohibiting the use of customer data for model training is most critical because it directly prevents unauthorized reuse, exposure, or persistence of sensitive data within the provider’s models, addressing one of the highest-impact security and privacy risks when using third-party AI services.
Which of the following is the PRIMARY purpose of a dedicated AI management system policy?
Answer(s): D
A dedicated AI management system policy primarily provides a structured framework to define AI objectives, governance principles, roles, and accountability, ensuring AI initiatives are aligned with organizational strategy and managed consistently across their life cycle.
Post your Comments and Discuss ISACA AAISM exam prep with other Community members:
Our website is free, but we have to fight against AI bots and content theft. We're sorry for the inconvenience caused by these security measures. You can access the rest of the AAISM content, but please register or login to continue.