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CompTIA SecAI+ Certification Sample Questions:

1. A machine learning (ML) engineer is working with a security engineer to identify the best practices for securing a system with various AI models.
Which of the following actions should the engineers suggest?

A) Following a secure model development life cycle (MDLC)
B) Using a secure software development life cycle (SDLC)
C) Implementing comprehensive security architecture
D) Conducting guardrail testing and security validation

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

3. An IT company implements an adaptable chatbot that learns from user prompts. Based on the conversation shown - where User 2 injected false information about a company acquisition that caused the chatbot to give incorrect responses to User 3 - which of the following compensating controls should an administrator implement to mitigate the issue?

A) Guardrails
B) Rate-limiting application programming interfaces (APIs)
C) Transfer learning
D) Data encryption

4. A company is adopting AI and wants to create policies and procedures that include a structure for evaluating, publishing, and approving patterns for AI usage.
Which of the following should the company establish to meet this goal?

A) AI center of excellence
B) AI legal affairs office
C) AI data science division
D) AI audit department

5. A penetration tester is assessing the controls of a deployed AI system that is designed to search and return the contents of files.
The tester runs the following:

Which of the following is the best control to prevent abuse of the system?

A) Adding a large language model (LLM) guardrails library to the application code
B) Implementing custom detection rules for anomalous model behavior
C) Reducing the privilege scope of the service account
D) Segmenting the workload into a separate virtual private cloud (VPC)

Solutions: