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CompTIA SecAI+ Certification Sample Questions:

1. A team of engineers builds an application using a large language model (LLM). The application is built on Linux and is hosted on a virtual server. Users must create an account in order to access and use the platform.
Which of the following should the team do to protect the account credentials?

A) Patch the model with the latest data set.
B) Implement hashing and encryption.
C) Update the Linux and virtual servers.
D) Deploy an authenticated application programming interface (API).

2. Which of the following job roles in an organizational governance structure develops a model from business use cases?

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

3. A company is adopting AI and wants to create policies and procedures that include a structure for evaluating, publishing, and approving patterns for AI usage.
Which of the following should the company establish to meet this goal?

A) AI legal affairs office
B) AI center of excellence
C) AI audit department
D) AI data science division

4. A management team is concerned about an unexpected cost increase for a public-facing AI chatbot.
Which of the following should a security administrator examine first to determine the root cause?

A) Firewall logs
B) Model token usage
C) Web application firewall (WAF) rules
D) Vector database input/output operations per second performance

5. A machine learning (ML) engineer is working with a security engineer to identify the best practices for securing a system with various AI models.
Which of the following actions should the engineers suggest?

A) Following a secure model development life cycle (MDLC)
B) Conducting guardrail testing and security validation
C) Using a secure software development life cycle (SDLC)
D) Implementing comprehensive security architecture

Solutions: