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CompTIA CY0-001 Exam Syllabus Topics:

CompTIA SecAI+ Certification Sample Questions:

1. 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) Restarting the servers
C) Implementing human-in-the-loop
D) Disabling the cloud monitoring

2. A company develops an AI model to diagnose patients. Hospitals access the model through an integrated application programming interface (API). The security team performs a denial-of-service (DoS) attack via brute force on the model.
Which of the following controls would have prevented this issue?

A) Model guardrails
B) Tokenization
C) Rate limiting
D) Prompt firewall

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) Implementing a web application firewall (WAF) with header logging
C) Enabling stack call and debugging level traces at the function level
D) Deploying a security information and event management (SIEM) tool

4. Which of the following should an auditor reference when reviewing a company ' s human resources AI systems for legal non-compliance?

A) International Organization for Standardization (ISO)
B) National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)
C) European Union (EU) AI Act
D) Organization for Economic Cooperation and Development (OECD) standard

5. A security alert triggers an agentic system. An analyst notices the following payload in the logs. The alert includes multiple shell commands that are not typically run as part of any hardening:

Which of the following is the most effective control to implement?

A) Deprecating model usage and retaining the model with safer parameters
B) Using only approved libraries when interacting with agentic systems
C) Adding logic that includes approved strings before running the shell commands
D) Modifying the application to ignore the SECURITY_UPDATE tag

Solutions: