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CompTIA CY0-001 Exam Syllabus Topics:

CompTIA SecAI+ Certification Sample Questions:

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

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

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

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

3. 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) Quantify the risk of known vulnerabilities identified in the AI system.
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) Leverage a large language model (LLM) to map likely attack paths based on the code base.

4. An AI security administrator notices that the information referenced by the model is incorrectly formatted and missing values.
Which of the following job roles would most likely be responsible for correcting this error?

A) Machine learning operations (MLOps) engineer
B) Data engineer
C) Platform engineer
D) AI architect

5. An IT company implements an adaptable chatbot that learns from user prompts. Based on the conversation shown - where User 2 injected false information about a company acquisition that caused the chatbot to give incorrect responses to User 3 - which of the following compensating controls should an administrator implement to mitigate the issue?

A) Rate-limiting application programming interfaces (APIs)
B) Transfer learning
C) Data encryption
D) Guardrails

Solutions: