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CompTIA CY0-001 Exam Syllabus Topics:

CompTIA SecAI+ Certification Sample Questions:

1. A company is adopting AI and wants to create policies and procedures that include a structure for evaluating, publishing, and approving patterns for AI usage.
Which of the following should the company establish to meet this goal?

A) AI center of excellence
B) AI audit department
C) AI legal affairs office
D) AI data science division

2. An attacker successfully completes a denial-of-service (DoS) attack through the context window of an AI system. Thousands of characters are obfuscated and hidden behind an emoji.
Which of the following techniques best mitigates this type of attack?

A) Large language model (LLM)-as-a-judge
B) Pattern recognition
C) Prompt filter
D) Fraud detection

3. 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) Rate limiting
B) Prompt firewall
C) Tokenization
D) Model guardrails

4. Which of the following helps in managing potential security issues related to model training?

A) National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)
B) Organization for Economic Co-operation and Development (OECD)
C) General Data Protection Regulation (GDPR)
D) International Organization for Standardization (ISO) 27001

5. 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 jailbreaking, and the analyst should utilize role-based access control.
C) The vulnerability is prompt injection, and the analyst should use endpoint detection response (EDR).
D) The vulnerability is model hallucinations, and the analyst should develop output validations.
E) The vulnerability is role impersonation, and the analyst should use validation.

Solutions: