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CompTIA SecAI+ Certification Sample Questions:

1. A cybersecurity analyst must use pattern recognition on a data set containing unstructured data.
Which of the following models is the best for this task?

A) Convolutional neural network
B) Logistic regression
C) Long short-term memory
D) Decision tree

2. An airline corporation wants to implement a chatbot application using a large language model (LLM) so its customers can ask questions and receive answers about flight details and have the option to upload files.
Which of the following security controls should the airline use to protect against malicious input and unauthorized use beyond the service-level agreement? (Choose two.)

A) Model token quotas
B) Firewall rules
C) Prompt guardrails
D) Role-based access controls

3. 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) Rate limiting
C) A large language model (LLM) firewall
D) Encryption

4. A company deploys an internet-facing chatbot using RAG. Logs show that an administrator can retrieve employee names and usernames while an employee receives ' information not available. ' Which of the following is reducing the risk of sensitive data exposure in this scenario?

A) Prompt templates
B) Data access controls
C) Model-specific guardrails
D) Rate limiting

5. An organization is developing and implementing AI features into a customer service application.
Which of the following practices should the organization put in place before releasing the application for customer trials?

A) Approved AI vendor lists
B) External compliance audits
C) Data masking and sanitization
D) Third-party risk management

Solutions: