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CompTIA CY0-001 Exam Syllabus Topics:

CompTIA SecAI+ Certification Sample Questions:

Question 1

A penetration tester is assessing the controls of a deployed AI system that is designed to search and return the contents of files.
The tester runs the following:

Which of the following is the best control to prevent abuse of the system?

A. Adding a large language model (LLM) guardrails library to the application code
B. Implementing custom detection rules for anomalous model behavior
C. Reducing the privilege scope of the service account
D. Segmenting the workload into a separate virtual private cloud (VPC)

Question 2

Which of the following strengthens the performance of a large language model (LLM) for malicious reconnaissance?

A. Instructing an AI assistant to query as an administrator
B. Creating a web scraper script using AI to capture the company website
C. Enhancing a foundational model with the inclusion of retrieval-augmented generation (RAG)
D. Prompting a chatbot to describe server naming patterns and Internet Protocol (IP) ranges

Question 3

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. Output token controls
C. Application programming interface (API) rate controls
D. Modality controls
E. Endpoint access controls
F. Content delivery network (CDN)

Question 4

A security administrator wants to prevent prompt injection attacks and ensure responses have sanitized output.
Which of the following provides a primary compensating control for these requirements?

A. Encryption
B. Rate limiting
C. A large language model (LLM) firewall
D. Least privilege

Question 5

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

Solutions: