Most Recent SISA CSPAI Exam Dumps

Prepare for the SISA Certified Security Professional in Artificial Intelligence exam with our extensive collection of questions and answers. These practice Q&A are updated according to the latest syllabus, providing you with the tools needed to review and test your knowledge.

QA4Exam focus on the latest syllabus and exam objectives, our practice Q&A are designed to help you identify key topics and solidify your understanding. By focusing on the core curriculum, These Questions & Answers helps you cover all the essential topics, ensuring you're well-prepared for every section of the exam. Each question comes with a detailed explanation, offering valuable insights and helping you to learn from your mistakes. Whether you're looking to assess your progress or dive deeper into complex topics, our updated Q&A will provide the support you need to confidently approach the SISA CSPAI exam and achieve success.

The questions for CSPAI were last updated on Mar 13, 2026.

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Question No. 1

How does ISO 27563 support privacy in AI systems?

ABy providing guidelines for privacy-enhancing technologies in AI.

BBy mandating the use of specific encryption algorithms.

CBy limiting AI to non-personal data only.

DBy focusing on performance metrics over privacy.

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Correct Answer: A

Question No. 2

In the context of LLM plugin compromise, as demonstrated by the ChatGPT Plugin Privacy Leak case study, what is a key practice to secure API access and prevent unauthorized information leaks?

ARestricting API access to a predefined list of IP addresses

BIncreasing the frequency of API endpoint updates.

CImplementing stringent authentication and authorization mechanisms, along with regular security audits

DAllowing open API access to facilitate ease of integration

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Correct Answer: C

Question No. 3

In a scenario where Open-Source LLMs are being used to create a virtual assistant, what would be the most effective way to ensure the assistant is continuously improving its interactions without constant retraining?

ATraining a larger proprietary model to replace the open-source LLM

BShifting the assistant to a completely rule-based system to avoid reliance on user feedback.

CImplementing reinforcement learning from human feedback (RLHF) to refine responses based on user input.

DReducing the amount of feedback integrated to speed up deployment.

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Correct Answer: C

Question No. 4

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

AAccuracy rate without considering demographics.

BFairness metrics like demographic parity or equalized odds.

CComputational efficiency during training.

DNumber of parameters in the model.

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Correct Answer: B

Question No. 5

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?

ALeveraging a diverse set of data sources to enrich the response with varied perspectives

BIntegrating advanced search algorithms to ensure the retrieval of highly relevant documents for context.

CUtilizing feedback mechanisms to continuously improve the relevance of responses based on user interactions.

DRetrieving relevant information from the vector database before generating a response

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Correct Answer: D

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