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CompTIA SecAI+ Certification Sample Questions:

1. Which of the following would most likely be used to prove that an image is AI generated?

A) Human validation
B) Diffusion
C) Watermarking
D) Guardrails

2. An organization recently created a custom model that integrates with a language model (LLM). The developer notices that the application programming interface (API) costs have increased.
Which of the following is the best control to reduce cost?

A) Reducing the model size
B) Implementing prompt templates
C) Adjusting token limits
D) Increasing central processing unit (CPU) and memory

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

4. A security analyst needs to conduct a security assessment of the output from an AI-enabled development tool.
Which of the following should the analyst do first?

A) Perform a source code review.
B) Enforce strict access controls for code repositories.
C) Remove hard-coded secrets from the source code.
D) Enable sensitive data discovery on code repositories.

5. Which of the following is used to train an AI model with unstructured data?

A) Statistical learning
B) Supervised learning
C) Fine-tuning
D) Reinforcement training

Solutions: