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CompTIA SecAI+ Certification Sample Questions:

1. 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) Domain hijacking
B) Session hijacking
C) Model hijacking
D) Application server hijacking

2. A security administrator sees suspicious queries on AI logs.
Which of the following should the administrator implement to address this issue?

A) Data size
B) Agentic AI
C) Prompt firewalls
D) Rate limit

3. An organization develops a chatbot that does not provide harmful or explicit responses, must use clean and professional language, and ensures that responses are accurate.
Which of the following should the organization conduct after the chatbot is fully developed but before a customer-facing deployment?

A) Guardrail testing and validation
B) Data labeling and classification
C) Regression modeling and minimization
D) Model auditing and evaluation

4. 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) Developing an agentic penetration testing tool to validate potential vulnerable code
B) Deploying an integrated development environment (IDE) plug-in that will warn developers of dangerous code before compiling
C) Using a security orchestration, automation, and response (SOAR) with a machine learning (ML) model to classify code
D) 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

5. Faculty members at a university are concerned about potential inherent bias and inconsistency in one department ' s AI plagiarism detection service.
Which of the following principles will most likely address their concerns?

A) Explainability
B) Consistency
C) Transparency
D) Accountability

Solutions: