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CompTIA SecAI+ Certification Sample Questions:

1. 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) Inference
B) Fine-tuning
C) Overfitting
D) Regularization

2. A cybersecurity administrator needs a security mechanism that can validate input.
Which of the following controls should the administrator use?

A) Token limits
B) Input quantity
C) Prompt firewall
D) Rate limits

3. Which of the following controls is the best way to mitigate a denial-of-service (DoS) attack?

A) Model guardrails
B) Access controls
C) End-to-end encryption
D) Rate limiting

4. Part 1: Use drop-down menu to select the most appropriate protocol or cipher for each system component.
Part 2: Use the drop-down menu to select the most appropriate technique to apply to the modified data.
An engineer is analyzing findings from a penetration test that indicate insufficient data encryption. The engineer must implement data security.

5. An organization recently developed an AI-powered product and discovers that it is vulnerable to attacks in which malicious actors can alter the input, causing the system to recommend inappropriate information.
Which of the following techniques is the most effective way to secure the system against manipulation attacks?

A) Guardrails
B) Feature regularization
C) Feature scaling
D) Cross-validation

Solutions: