CSPAI 試験問題を無料オンラインアクセス

In the context of a supply chain attack involving machine learning, which of the following is a critical component that attackers may target?

• A.The physical hardware running the AI system
• B.The user interface of the AI application
• C.The underlying ML model and its training data.
• D.The marketing materials associated with the AI product

What is a potential risk associated with hallucinations in LLMs, and how should it be addressed to ensure Responsible AI?

• A.Hallucinations can produce inaccurate or misleading information; it should be addressed by incorporating external knowledge bases and retrieval systems.
• B.Hallucinations are primarily due to overfitting; regularization techniques should be applied during training.
• C.Hallucinations can lead to creative outputs, which are beneficial for all applications; hence, no measures are necessary.
• D.Hallucinations cause models to slow down; optimizing hardware performance is necessary to mitigate this issue.

What metric is often used in GenAI risk models to evaluate bias?

• A.Computational efficiency during training.
• B.Number of parameters in the model.
• C.Fairness metrics like demographic parity or equalized odds.
• D.Accuracy rate without considering demographics.

What does the OCTAVE model emphasize in GenAI risk assessment?

• A.Short-term tactical responses over strategic planning.
• B.Operational Critical Threat, Asset, and Vulnerability Evaluation focused on organizational risks.
• C.Exclusion of stakeholder input in assessments.
• D.Solely technical vulnerabilities in AI models.

Which of the following is a potential use case of Generative AI specifically tailored for CXOs (Chief Experience Officers)?

• A.Conducting genetic sequencing for personalized medicine
• B.Enhancing customer support through AI-powered chatbots that provide 24/7 assistance.
• C.Developing autonomous vehicles for urban mobility solutions.
• D.Automating financial transactions in blockchain networks.