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CompTIA SecAI+ Certification Sample Questions:

1. A security analyst is aware of an active penetration test in the environment. The analyst examines SIEM log data and notices the following AI system output:

Which of the following is the vulnerability that has occurred and the control the analyst should implement?

A) The vulnerability is jailbreaking, and the analyst should utilize role-based access control.
B) The vulnerability is model hallucinations, and the analyst should develop output validations.
C) The vulnerability is sensitive information disclosure, and the analyst should employ masking.
D) The vulnerability is role impersonation, and the analyst should use validation.
E) The vulnerability is prompt injection, and the analyst should use endpoint detection response (EDR).

2. A security architect performs threat modeling of an AI system. The architect needs to determine which attacks can be performed against the system.
Which of the following actions should the architect take next?

A) Quantify the risk of known vulnerabilities identified in the AI system.
B) Analyze MITRE Adversarial Threat Landscape for AI Systems (ATLAS) for tactics, techniques, and procedures (TTPs).
C) Identify trust boundaries and perform threat modeling with Open Worldwide Application Security Project (OWASP) Top 10.
D) Leverage a large language model (LLM) to map likely attack paths based on the code base.

3. Part 1: Use drop-down menu to select the most appropriate protocol or cipher for each system component.
Part 2: Use the drop-down menu to select the most appropriate technique to apply to the modified data.
An engineer is analyzing findings from a penetration test that indicate insufficient data encryption. The engineer must implement data security.

4. Which of the following is the primary purpose of validating data for an AI system?

A) To ensure bias-free outcomes
B) To optimize the storage databases
C) To automate the process
D) To reduce consumption of resources

5. 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) The ability to learn complex problems and adapt to new information
C) Improved performance with a small data set and high durability
D) Large community support and availability of global experts

Solutions: