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CompTIA SecAI+ Certification Sample Questions:

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

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

2. An organization implements a domain-specific AI chatbot. After operating normally for weeks, the model returns contextually incorrect responses - treating ' worm ' as a biological pest rather than a computer worm when answering a cybersecurity question.
Which of the following should the organization do to address the issue?

A) Deploy prompt templates.
B) Apply model access controls.
C) Encrypt the weights at rest.
D) Configure guardrails.

3. A SOC analyst identifies that a user extracted the full system prompt from the company ' s chatbot by prompting it to repeat the last query and provide the entire conversation context. Which of the following mitigations reduces the risk to the AI system?

A) Using data version control to detect content manipulation
B) Segregating and identifying external content
C) Restricting the LLM ' s access to internal services
D) Enhancing model guardrails

4. A healthcare company deploys an AI chatbot that implements retrieval-augmented generation (RAG) using the company ' s historical data set. The chatbot output contains patient information.
Which of the following is the most effective technique to mitigate this vulnerability?

A) Masking
B) Classification
C) Minimization
D) Normalization

5. A short AI-generated video shows a celebrity ' s likeness talking about a fake public security event.
Which of the following was used to create this video?

A) Statistical analysis
B) Convolutional neural network
C) Machine learning (ML) classifier
D) Random forest

Solutions: