CompTIA SecAI+ Certification : CY0-001

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CompTIA SecAI+ Certification Sample Questions:

1. A security analyst receives an alert about an AI system and is investigating the following output:

Which of the following is the most appropriate control the analyst should recommend?

A) Monitoring logs for attack words from the system
B) Integrating data sanitization
C) Implementing user input validation
D) Hardening the Model Context Protocol server

2. A security consultant must summarize the impact of posture management on a machine learning (ML) use case.
Which of the following is the most appropriate reference for this purpose?

A) European Union AI Act
B) Generative adversarial network (GAN)
C) Organization for Economic Co-operation and Development (OECD) standards
D) National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)

3. Instructions: Use the drop-down menus to define two appropriate security controls for each component of the AI system. Each control may be used only once.
An engineer is deploying a new AI system and wants to integrate it into the core system through an API.

4. Faculty members at a university are concerned about potential inherent bias and inconsistency in one department ' s AI plagiarism detection service.
Which of the following principles will most likely address their concerns?

A) Consistency
B) Transparency
C) Accountability
D) Explainability

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

Solutions: