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CompTIA SecAI+ Certification Sample Questions:

1. An administrator, who works for a financial institution, is required to implement data security controls for data at rest within AI systems that involve data disclosure.
Which of the following is the most suitable control?

A) Masking
B) Data lineage
C) Encryption
D) Rate limits

2. 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) Deploy an authenticated application programming interface (API).
D) Update the Linux and virtual servers.

3. A security engineer needs to monitor an AI-based system for runtime operations. The engineer is mostly concerned about the visibility of internal activity.
Which of the following is the most appropriate monitoring solution?

A) Implementing a web application firewall (WAF) with header logging
B) Enabling stack call and debugging level traces at the function level
C) Deploying a security information and event management (SIEM) tool
D) Relying on vendor model controls and monitoring prompt inputs

4. A company introduces a large language model (LLM) in an application in order to monitor for a potential denial-of-service attack.
Which of the following should the company use to measure the utilization of the LLM?

A) Prompt
B) Chain of thoughts
C) Token
D) Transformer

5. Which of the following improves the observability and auditing of an AI system?

A) Using manual detection
B) Implementing machine learning operations (MLOps)
C) Using anomaly detections
D) Redeploying the model

Solutions: