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CompTIA SecAI+ Certification Sample Questions:

1. A data scientist is working with unlabeled data and wants to build a clustering model.
Which of the following techniques should a data scientist use?

A) Semi-supervised learning
B) Unsupervised learning
C) Reinforcement learning
D) Supervised learning

2. During a model validation procedure, an engineer notices that a model performs well during training but poorly during testing.
Which of the following best describes the reason?

A) Overfitting
B) Inference
C) Fine-tuning
D) Regularization

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

4. A cybersecurity administrator must examine the cost of AI and implement controls so the research environment operates within a specified budget.
Which of the following controls is best for this situation?

A) Token limits
B) Prompt firewalls
C) Model guardrails
D) Application programming interface (API) access

5. A security administrator sees suspicious queries on AI logs.
Which of the following should the administrator implement to address this issue?

A) Data size
B) Prompt firewalls
C) Rate limit
D) Agentic AI

Solutions: