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CompTIA SecAI+ Certification Sample Questions:

1. 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) Normalization
B) Masking
C) Classification
D) Minimization

2. An airline corporation wants to implement a chatbot application using a large language model (LLM) so its customers can ask questions and receive answers about flight details and have the option to upload files.
Which of the following security controls should the airline use to protect against malicious input and unauthorized use beyond the service-level agreement? (Choose two.)

A) Firewall rules
B) Prompt guardrails
C) Model token quotas
D) Role-based access controls

3. A data set containing medical information is put into a machine learning (ML) model that is designed to predict specific illnesses for a population. In the process of verifying the reliability of the system, the compliance officer realizes that the system cannot reliably predict illnesses for certain segments of the population.
Which of the following types of risk is most applicable to this case?

A) Bias
B) Consistency
C) Inclusiveness
D) Transparency

4. Instructions: Use the drop-down menus to define two appropriate security controls for each component of the AI system. Each control may be used only once.
An engineer is deploying a new AI system and wants to integrate it into the core system through an API.

5. Which of the following requires developers to harden infrastructure to protect AI systems?

A) Acceptable use policies
B) Development guidelines
C) Intake processes
D) Configuration standards

Solutions: