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CompTIA SecAI+ Certification Sample Questions:

1. A machine learning (ML) engineer is working with a security engineer to identify the best practices for securing a system with various AI models.
Which of the following actions should the engineers suggest?

A) Implementing comprehensive security architecture
B) Following a secure model development life cycle (MDLC)
C) Conducting guardrail testing and security validation
D) Using a secure software development life cycle (SDLC)

2. Which of the following is the primary purpose of validating data for an AI system?

A) To ensure bias-free outcomes
B) To automate the process
C) To optimize the storage databases
D) To reduce consumption of resources

3. Which of the following is required first in order to send a prompt query and response in a language model (LLM) system when authentication is enabled?

A) Endpoint access control
B) Back-end access gateway
C) Application programming interface gateway
D) Front-end web proxy gateway

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

5. An administrator must conduct generative AI cost monitoring for use in the healthcare industry.
Which of the following criteria is the best way to calculate this cost?

A) Catalog servicing and exchange processing
B) Encryption and decryption processing
C) Connection access and exchange gateway
D) Storage retrieval and prompt processing

Solutions: