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Updated: Jul 12, 2026
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CompTIA SecAI+ Certification Sample Questions:
1. A company develops an AI model to diagnose patients. Hospitals access the model through an integrated application programming interface (API). The security team performs a denial-of-service (DoS) attack via brute force on the model.
Which of the following controls would have prevented this issue?
A) Prompt firewall
B) Rate limiting
C) Model guardrails
D) Tokenization
2. A security analyst is aware of an active penetration test in the environment. The analyst examines SIEM log data and notices the following AI system output:
Which of the following is the vulnerability that has occurred and the control the analyst should implement?
A) The vulnerability is sensitive information disclosure, and the analyst should employ masking.
B) The vulnerability is prompt injection, and the analyst should use endpoint detection response (EDR).
C) The vulnerability is jailbreaking, and the analyst should utilize role-based access control.
D) The vulnerability is role impersonation, and the analyst should use validation.
E) The vulnerability is model hallucinations, and the analyst should develop output validations.
3. An organization implements a domain-specific AI chatbot. After operating normally for weeks, the model returns contextually incorrect responses - treating ' worm ' as a biological pest rather than a computer worm when answering a cybersecurity question.
Which of the following should the organization do to address the issue?
A) Encrypt the weights at rest.
B) Deploy prompt templates.
C) Configure guardrails.
D) Apply model access controls.
4. A line of business wants to onboard an application that uses a custom AI model for employee assessments.
The Chief Information Officer (CIO) agrees to allow the engagement to proceed but first wants a threat model.
Which of the following is the most appropriate to use for an AI threat model?
A) Organization for Economic Co-operation and Development (OECD)
B) Responsible AI
C) Adversarial Threat Landscape for AI Systems (ATLAS)
D) International Organization for Standardization (ISO)
5. A security operations center (SOC) analyst needs to automate multiple security tasks by breaking them down into smaller parts.
Which of the following AI tools is the best for this task?
A) Retrieval-augmented generation (RAG) AI
B) Chatbot
C) Agentic AI
D) Generative AI
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: A | Question # 3 Answer: C | Question # 4 Answer: C | Question # 5 Answer: C |
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