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CompTIA SecAI+ Certification Sample Questions:

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

2. User experience is declining since the launch of a large language model (LLM) in internal networks.
Which of the following should be the highest priority for the prompt engineers?

A) Sales life cycle
B) Business objectives
C) Customer success management
D) Quality control

3. A cybersecurity analyst wants to choose a machine learning (ML) model to classify log entries while providing the best explainability.
Which of the following models should the analyst use?

A) Generative adversarial network (GAN)
B) Neural networks
C) Decision trees
D) Large language model (LLM)

4. A data set containing medical information is put into a machine learning (ML) model that is designed to predict specific illnesses for a population. In the process of verifying the reliability of the system, the compliance officer realizes that the system cannot reliably predict illnesses for certain segments of the population.
Which of the following types of risk is most applicable to this case?

A) Transparency
B) Bias
C) Inclusiveness
D) Consistency

5. Which of the following describes the number of training cycles used in an AI model for threat detection?

A) k-means clustering
B) Temperature
C) Epoch
D) Tokens

Solutions: