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Updated: Jun 20, 2026
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CompTIA SecAI+ Certification Sample Questions:
1. A machine learning (ML) engineer is working with a security engineer to identify the best practices for securing a system with various AI models.
Which of the following actions should the engineers suggest?
A) Following a secure model development life cycle (MDLC)
B) Using a secure software development life cycle (SDLC)
C) Implementing comprehensive security architecture
D) Conducting guardrail testing and security validation
2. 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) Integrating data sanitization
B) Hardening the Model Context Protocol server
C) Monitoring logs for attack words from the system
D) Implementing user input validation
3. An employee wants a consulting company to procure a data set that contains age, ethnicity, and diabetes status. During development, the employer wants to ensure the integrity of the data.
Which of the following is the best strategy to accomplish this task?
A) Querying the model
B) Conducting human evaluation
C) Enabling log monitoring
D) Implementing checksums
4. A security administrator sees suspicious queries on AI logs.
Which of the following should the administrator implement to address this issue?
A) Prompt firewalls
B) Data size
C) Agentic AI
D) Rate limit
5. Which of the following strengthens the performance of a large language model (LLM) for malicious reconnaissance?
A) Creating a web scraper script using AI to capture the company website
B) Prompting a chatbot to describe server naming patterns and Internet Protocol (IP) ranges
C) Enhancing a foundational model with the inclusion of retrieval-augmented generation (RAG)
D) Instructing an AI assistant to query as an administrator
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: C |
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