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CompTIA SecAI+ Certification Sample Questions:

1. A developer is selecting authentication controls for an AI system.
Which of the following is the best way to prevent threat actor replay attacks?

A) Identity and access management access keys
B) Secure Shell (SSH)-based certificate authentication
C) Identity provider (IdP) federation
D) Expiring session tokens

2. After the latest software update, a developer receives reports that the system no longer requires reauthentication to display account balances because this issue was present in a previous release. Which of the following should the developer do to best mitigate the risk of recurrence?

A) Deploy an AI-assisted change management system to schedule and track feature releases.
B) Ensure that AI approvals are required to push changes into production.
C) Implement AI regression testing into the continuous integration/continuous deployment (CI/CD) pipeline.
D) Use code commit automation to perform AI-assisted static application security testing (SAST) scans.

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

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

4. A security operations center (SOC) analyst needs to automate multiple security tasks by breaking them down into smaller parts.
Which of the following AI tools is the best for this task?

A) Generative AI
B) Retrieval-augmented generation (RAG) AI
C) Agentic AI
D) Chatbot

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

Solutions: