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CompTIA SecAI+ Certification Sample Questions:

1. A customer-facing, AI-powered chatbot has been jailbroken through prompt injections. As a result, the AI model is offering a 99% discount on the purchase of a new vehicle.
Which of the following should be implemented to enhance the model ' s robustness against such attacks?

A) System prompt
B) Log monitoring
C) Bias filtering
D) Guardrails

2. Which of the following describe the practice of providing examples in a prompt? (Choose two.)

A) System prompt
B) Prompt template
C) Multi-shot
D) Quantization
E) User prompt
F) One-shot

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

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

4. A data scientist investigates reports that a production machine learning (ML) model no longer performs with accuracy.
The data scientist finds the following pipeline log entries:

Which of the following should the security team do to mitigate future occurrences?

A) Add static code scanning tooling to the runner job.
B) Keep multiple copies of the model for restoration.
C) Retrain the model on using increased data and epochs.
D) Enable human review and approval workflows in the repository.

5. Customer feedback for an AI chatbot has a high-rate of non-answers, which is causing higher central processing unit (CPU) utilization.
Which of the following should be implemented?

A) Response confidence level
B) Guardrails
C) Cost monitoring
D) Prompt logging

Solutions: