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CompTIA SecAI+ Certification Sample Questions:

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

2. An organization wants to reduce vulnerabilities after deployment. The organization decides to incorporate an AI-assisted early detection and vulnerability identification process in its development workflow.
Which of the following AI-assisted functions is the best option?

A) System auditing
B) Automated deployment/rollback
C) Incident management
D) Code linting

3. Which of the following attacks is most enabled by AI-generated content?

A) Ransomware
B) Model poisoning
C) Phishing
D) Remote code execution

4. 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) Using a secure software development life cycle (SDLC)
C) Conducting guardrail testing and security validation
D) Implementing comprehensive security architecture

5. A SOC team has an AI agent that performs web searches and calls to the SOAR solution. The team is concerned about enterprise uptime and case resolution time.
Which of the following is the most appropriate use of the AI agent?

A) To create tabletop exercises so the team can increase its incident response speed
B) To perform research using open-source intelligence to enrich the alerts
C) To aggregate SOC metrics and generate reports for the leadership team
D) To analyze and contain offending users or hosts using SOAR playbooks

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