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CompTIA SecAI+ Certification Sample Questions:

1. 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

2. A cybersecurity analyst wants to choose a machine learning (ML) model to classify log entries while providing the best explainability.
Which of the following models should the analyst use?

A) Large language model (LLM)
B) Generative adversarial network (GAN)
C) Decision trees
D) Neural networks

3. Users report that the output of a generative AI application seems unrelated to the prompts and contains offensive content. A security team investigates and determines that there was an on-path attack.
Which of the following is the most likely attack method?

A) Session hijacking
B) Domain hijacking
C) Application server hijacking
D) Model hijacking

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

5. An AI security administrator notices that the information referenced by the model is incorrectly formatted and missing values.
Which of the following job roles would most likely be responsible for correcting this error?

A) Platform engineer
B) AI architect
C) Data engineer
D) Machine learning operations (MLOps) engineer

Solutions: