Which of the following should be a PRIMARY consideration when defining recovery point objectives (RPOs) and recovery time objectives (RTOs) for generative AI solutions?
Answer(s): C
For generative AI solutions, the latest model versions capture critical learned patterns and performance improvements. Preserving these ensures that, after a disruption, the AI system can resume accurate and reliable functionality, aligning recovery objectives with operational and business requirements.
Which of the following is the MOST effective use of AI in incident response?
Answer(s): B
AI can rapidly analyze alerts, prioritize incidents, and categorize threats, enabling faster and more efficient triage. This reduces human workload, accelerates response times, and ensures that critical incidents receive immediate attention, enhancing the overall effectiveness of incident response.
When documenting information about machine learning (ML) models, which of the following artifacts BEST helps enhance stakeholder trust?
Answer(s): A
A model card provides transparent documentation of an ML model’s purpose, performance metrics, limitations, and ethical considerations. By clearly communicating this information to stakeholders, it builds trust in the model’s reliability, fairness, and responsible use.
Which of the following BEST represents a combination of quantitative and qualitative metrics that can be used to comprehensively evaluate AI transparency?
Evaluating AI transparency requires both quantitative metrics (like bias scores) and qualitative insights (like explainability reports). This combination provides a comprehensive view of how decisions are made and whether the AI behaves fairly and understandably to stakeholders.
Which of the following is the MOST effective way to mitigate the risk of deepfake attacks?
Ensuring that media and data originate from verified, trusted sources reduces the likelihood that deepfakes can be introduced into systems or decision-making processes. Provenance validation helps detect manipulated content early and mitigates the risk of deepfake attacks effectively.
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.