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CompTIA CY0-001 Exam Syllabus Topics:

CompTIA SecAI+ Certification Sample Questions:

1. Which of the following is an example of how a security analyst uses generative AI in the triage process?

A) To predict the next attack target with higher accuracy
B) To tag malware using machine learning (ML) algorithms
C) To use statistical analysis for malicious code assessment
D) To summarize security findings by category

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

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

4. 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) Use code commit automation to perform AI-assisted static application security testing (SAST) scans.
C) Ensure that AI approvals are required to push changes into production.
D) Implement AI regression testing into the continuous integration/continuous deployment (CI/CD) pipeline.

5. A company launches an AI application to monitor cloud misconfiguration and compliance. The AI application is shutting down development servers and opening ports during a client demonstration. Which of the following actions should the company take to return to normal operations and prevent future issues?

A) Reconfiguring the firewall
B) Implementing human-in-the-loop
C) Restarting the servers
D) Disabling the cloud monitoring

Solutions: