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CompTIA CY0-001 Exam Syllabus Topics:

CompTIA SecAI+ Certification Sample Questions:

1. Which of the following is the primary security risk when deploying AI models in production?

A) Model encryption
B) Model overfitting
C) Graphics processing unit (GPU) acceleration
D) Data exposure

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

3. A financial organization implements a new AI-based fraud detection system to flag suspicious transactions. A security analyst discovers that it occasionally blocks legitimate transactions.
Which of the following is the best recommendation?

A) Retraining the model with more data and recent transaction patterns
B) Implementing AI token usage and rate limits
C) Rolling back the model and using a traditional fraud detection system
D) Encrypting all the data processed by AI and applying further access controls

4. 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) Apply model access controls.
B) Configure guardrails.
C) Encrypt the weights at rest.
D) Deploy prompt templates.

5. Which of the following requires developers to harden infrastructure to protect AI systems?

A) Development guidelines
B) Intake processes
C) Acceptable use policies
D) Configuration standards

Solutions: