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Free CSPAI Exam Braindumps
Certified Security Professional in Artificial Intelligence Questions 16–20 (page: 5)

Updated On: 10-Feb-2026
Page 5 of 11
PDF with 50 Questions

In a Retrieval-Augmented Generation (RAG) system, which key step is crucial for ensuring that the generated response is contextually accurate and relevant to the user's question?

  1. Leveraging a diverse set of data sources to enrich the response with varied perspectives
  2. Integrating advanced search algorithms to ensure the retrieval of highly relevant documents for context.
  3. Utilizing feedback mechanisms to continuously improve the relevance of responses based on user interactions.
  4. Retrieving relevant information from the vector database before generating a response

Answer(s): D



In assessing GenAI supply chain risks, what is a critical consideration?

  1. Evaluating third-party components for embedded vulnerabilities.
  2. Ignoring open-source dependencies to reduce complexity.
  3. Focusing only on internal development risks.
  4. Assuming all vendors comply with standards automatically.

Answer(s): A



In ISO 42001, what is required for AI risk treatment?

  1. Identifying, analyzing, and evaluating AI-specific risks with treatment plans.
  2. Ignoring risks below a certain threshold.
  3. Delegating all risk management to external auditors.
  4. Focusing only on post-deployment risks.

Answer(s): A



In a financial technology company aiming to implement a specialized AI solution, which approach would most effectively leverage existing AI models to address specific industry needs while maintaining efficiency and accuracy?

  1. Adopting a Foundation Model as the base and fine-tuning it with domain-specific financial data to enhance its capabilities for forecasting and risk assessment.
  2. Integrating multiple separate Domain-Specific GenAI models for various financial functions without using a foundational model for consistency
  3. Building a new, from scratch Domain-Specific GenAI model for financial tasks without leveraging preexisting models.
  4. Using a general Large Language Model (LLM) without adaptation, relying solely on its broad capabilities to handle financial tasks.

Answer(s): A



For effective AI risk management, which measure is crucial when dealing with penetration testing and supply chain security?

  1. Perform occasional penetration testing and only address vulnerabilities in the internal network.
  2. Prioritize external audits over internal penetration testing to assess supply chain security.
  3. Implement penetration testing only for high-risk components and ignore less critical ones
  4. Conduct comprehensive penetration testing and continuously evaluate both internal systems and third-party components in the supply chain.

Answer(s): D



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