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CompTIA SecAI+ Certification Sample Questions:

1. Which of the following requires developers to harden infrastructure to protect AI systems?

A) Development guidelines
B) Acceptable use policies
C) Configuration standards
D) Intake processes

2. A security engineer needs to monitor an AI-based system for runtime operations. The engineer is mostly concerned about the visibility of internal activity.
Which of the following is the most appropriate monitoring solution?

A) Deploying a security information and event management (SIEM) tool
B) Enabling stack call and debugging level traces at the function level
C) Relying on vendor model controls and monitoring prompt inputs
D) Implementing a web application firewall (WAF) with header logging

3. Which of the following is required first in order to send a prompt query and response in a language model (LLM) system when authentication is enabled?

A) Endpoint access control
B) Back-end access gateway
C) Application programming interface gateway
D) Front-end web proxy gateway

4. 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) Classification
B) Masking
C) Normalization
D) Minimization

5. Which of the following is the most impactful security risk associated with the use of a generative AI chatbot?

A) Data leakage
B) Weak encryption
C) Model validation
D) Overly permissive access

Solutions: