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CompTIA SecAI+ Certification Sample Questions:

1. An automobile manufacturer implements a chatbot to assist with configuration options for customer automobiles. Given a customer ' s prompt, the chatbot gives offensive responses.
Which of the following describes this behavior?

A) Jailbreaking
B) Model skewing
C) Model theft
D) Insecure output handling

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

3. An internal user enters a client credit card number into an internal generative machine learning (ML) model:
#User prompt: Customer Jane Doe has a new credit card that she wants to add to her account. The number is
5555-5555-5555-5555
Which of the following is the most effective way to prevent prompt injection attacks against a large language model (LLM)?

A) Role-based access control
B) Antivirus
C) Web application firewall (WAF)
D) Guardrails

4. A SOC analyst identifies that a user extracted the full system prompt from the company ' s chatbot by prompting it to repeat the last query and provide the entire conversation context. Which of the following mitigations reduces the risk to the AI system?

A) Enhancing model guardrails
B) Restricting the LLM ' s access to internal services
C) Segregating and identifying external content
D) Using data version control to detect content manipulation

5. Which of the following is most resistant to AI manipulation?

A) Attack surface reduction
B) AI-generated content
C) Antivirus
D) Payloads
E) Application programming interface (API) gateway

Solutions: