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CompTIA CY0-001 Exam Syllabus Topics:

CompTIA SecAI+ Certification Sample Questions:

1. A healthcare company deploys an AI chatbot that implements retrieval-augmented generation (RAG) using the company ' s historical data set. The chatbot output contains patient information.
Which of the following is the most effective technique to mitigate this vulnerability?

A) Masking
B) Minimization
C) Normalization
D) Classification

2. A company introduces a large language model (LLM) in an application in order to monitor for a potential denial-of-service attack.
Which of the following should the company use to measure the utilization of the LLM?

A) Chain of thoughts
B) Token
C) Prompt
D) Transformer

3. Which of the following is most resistant to AI manipulation?

A) Antivirus
B) AI-generated content
C) Application programming interface (API) gateway
D) Payloads
E) Attack surface reduction

4. Users report that the output of a generative AI application seems unrelated to the prompts and contains offensive content. A security team investigates and determines that there was an on-path attack.
Which of the following is the most likely attack method?

A) Application server hijacking
B) Session hijacking
C) Domain hijacking
D) Model hijacking

5. A SOC analyst identifies that a user extracted the full system prompt from the company ' s chatbot by prompting it to repeat the last query and provide the entire conversation context. Which of the following mitigations reduces the risk to the AI system?

A) Enhancing model guardrails
B) Restricting the LLM ' s access to internal services
C) Using data version control to detect content manipulation
D) Segregating and identifying external content

Solutions: