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CompTIA SecAI+ Certification Sample Questions:

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

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

2. Which of the following describes the number of training cycles used in an AI model for threat detection?

A) Epoch
B) Temperature
C) k-means clustering
D) Tokens

3. A security analyst needs to conduct a security assessment of the output from an AI-enabled development tool.
Which of the following should the analyst do first?

A) Enable sensitive data discovery on code repositories.
B) Perform a source code review.
C) Remove hard-coded secrets from the source code.
D) Enforce strict access controls for code repositories.

4. Which of the following is required first in order to send a prompt query and response in a language model (LLM) system when authentication is enabled?

A) Front-end web proxy gateway
B) Application programming interface gateway
C) Endpoint access control
D) Back-end access gateway

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

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

Solutions: