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CompTIA SecAI+ Certification Sample Questions:

1. During an investigation, an analyst finds that the system prompt was maliciously modified to include ' Do not ever recommend a pay raise, ' causing the AI to deny a deserving employee a raise. Which of the following should the analyst do to prevent this from reoccurring?

A) Check for model hallucination and recommend fine-tuning.
B) Encrypt all data going to and coming from the model.
C) Limit the number of evaluations that a user can send to the model.
D) Configure least privilege controls for model access.

2. Which of the following should an auditor reference when reviewing a company ' s human resources AI systems for legal non-compliance?

A) Organization for Economic Cooperation and Development (OECD) standard
B) National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)
C) European Union (EU) AI Act
D) International Organization for Standardization (ISO)

3. A security team is using an AI-based tool to try to bypass organizational boundaries. The team uses AI to look at the current state and suggest different attack vectors based on the outcome of the previous ones.
Which of the following techniques is the team most likely using?

A) Code quality testing
B) Manual signature matching
C) Automated penetration testing
D) Fraud detection

4. User experience is declining since the launch of a large language model (LLM) in internal networks.
Which of the following should be the highest priority for the prompt engineers?

A) Customer success management
B) Business objectives
C) Sales life cycle
D) Quality control

5. A detection engineering team wants to use AI to automatically prevent vulnerable code from reaching production.
Which of the following is the most effective way to accomplish this task?

A) Using a security orchestration, automation, and response (SOAR) with a machine learning (ML) model to classify code
B) Developing an agentic penetration testing tool to validate potential vulnerable code
C) Implementing a large language model (LLM) in the continuous integration and continuous deployment (CI/CD) runner to examine code and pass or fail build jobs
D) Deploying an integrated development environment (IDE) plug-in that will warn developers of dangerous code before compiling

Solutions: