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CompTIA SecAI+ Certification Sample Questions:

1. An organization recently created a custom model that integrates with a language model (LLM). The developer notices that the application programming interface (API) costs have increased.
Which of the following is the best control to reduce cost?

A) Reducing the model size
B) Implementing prompt templates
C) Increasing central processing unit (CPU) and memory
D) Adjusting token limits

2. A security alert triggers an agentic system. An analyst notices the following payload in the logs. The alert includes multiple shell commands that are not typically run as part of any hardening:

Which of the following is the most effective control to implement?

A) Using only approved libraries when interacting with agentic systems
B) Modifying the application to ignore the SECURITY_UPDATE tag
C) Deprecating model usage and retaining the model with safer parameters
D) Adding logic that includes approved strings before running the shell commands

3. An architect is using the firm ' s recommended large language model (LLM) to find an internal solution for content management.
Given the following:

Which of the following controls is the best for mitigating this issue?

A) Integrity monitoring
B) Access controls
C) Response validation
D) Model training

4. A social media company with more than a million lines of code wants to reduce the mean time to fix bugs and issues.
Which of the following is the most balanced AI strategy to automate the vulnerability management flow?

A) Using AI to triage discovered issues, create tickets, and merge software fixes
B) Having security analysts triage discovered issues and create tickets, but having a software engineer merge software
C) Using AI to triage discovered issues and create tickets, but having a software engineer merge software
D) Having security analysts triage discovered issues and create tickets, but using AI to merge software

5. A company is adopting AI and wants to create policies and procedures that include a structure for evaluating, publishing, and approving patterns for AI usage.
Which of the following should the company establish to meet this goal?

A) AI audit department
B) AI data science division
C) AI center of excellence
D) AI legal affairs office

Solutions: