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CompTIA SecAI+ Certification Sample Questions:

1. A cybersecurity administrator must examine the cost of AI and implement controls so the research environment operates within a specified budget.
Which of the following controls is best for this situation?

A) Prompt firewalls
B) Model guardrails
C) Token limits
D) Application programming interface (API) access

2. Which of the following explains the reason a cybersecurity analyst prefers a machine learning (ML) model over a statistical model for attack classification?

A) A simplified development pipeline and deployment process
B) Large community support and availability of global experts
C) Improved performance with a small data set and high durability
D) The ability to learn complex problems and adapt to new information

3. An organization is concerned with the exposure of sensitive data.
Which of the following is the most relevant security concern?

A) Data normalization
B) Model inversion
C) Hyperparameter tuning
D) Overfitting

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

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

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

Solutions: