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CompTIA CY0-001 Exam Syllabus Topics:

CompTIA SecAI+ Certification Sample Questions:

1. Which of the following is the best example of an AI model that is trained to identify multiple points from input using a neural network to provide output for authentication?

A) Open Authorization (OAuth)
B) Facial recognition
C) Encryption key
D) Bounding box

2. A security architect performs threat modeling of an AI system. The architect needs to determine which attacks can be performed against the system.
Which of the following actions should the architect take next?

A) Analyze MITRE Adversarial Threat Landscape for AI Systems (ATLAS) for tactics, techniques, and procedures (TTPs).
B) Leverage a large language model (LLM) to map likely attack paths based on the code base.
C) Quantify the risk of known vulnerabilities identified in the AI system.
D) Identify trust boundaries and perform threat modeling with Open Worldwide Application Security Project (OWASP) Top 10.

3. Which of the following is the primary security risk when deploying AI models in production?

A) Model encryption
B) Graphics processing unit (GPU) acceleration
C) Model overfitting
D) Data exposure

4. A security analyst finds that the AI system is under a denial-of-wallet attack.
Which of the following should the analyst enforce to protect the company? (Choose two.)

A) Model fine-tuning
B) Modality controls
C) Content delivery network (CDN)
D) Output token controls
E) Application programming interface (API) rate controls
F) Endpoint access controls

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

Solutions: