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CompTIA SecAI+ Certification Sample Questions:

1. During an update, an AI system flags some potential compatibility issues and provides recommendations. An administrator reviews the recommendations before addressing the issues.
Which of the following processes describes this scenario?

A) Human-in-the-loop
B) Data preparation
C) Model evaluation
D) Data validation

2. Which of the following provides guidance on AI-specific compliance?

A) Payment Card Industry Data Security Standard (PCI DSS)
B) Organisation for Economic Co-operation and Development (OECD)
C) General Data Protection Regulation (GDPR)
D) International Organization for Standardization (ISO) 27001

3. Which of the following attacks would be the best to automate with AI during dynamic application software testing (DAST)?

A) Distributed denial-of-service (DDoS)
B) Threat modeling
C) Data poisoning
D) Payload creation

4. An organization is concerned with the exposure of sensitive data.
Which of the following is the most relevant security concern?

A) Hyperparameter tuning
B) Model inversion
C) Data normalization
D) Overfitting

5. Instructions: Click the (+) to assign each threat category into its appropriate framework.
An architect is modeling an agentic system to meet security standards.

Solutions: