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CompTIA CY0-001 Exam Syllabus Topics:

CompTIA SecAI+ Certification Sample Questions:

1. During the selection of a machine learning (ML)-based threat classification model, a cybersecurity administrator verifies that label distribution is highly unbalanced.
Which of the following processing techniques should the engineer use to balance the model?

A) Data provenance
B) Data augmentation
C) Data lineage
D) Data verification

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

3. A healthcare organization plans to deploy a chatbot for appointment scheduling and patient records.
Which of the following is the first step a security administrator should take?

A) Enable role-based access management
B) Use a secure data communication channel for chat.
C) Implement prompt firewalls.
D) Conduct a risk assessment.

4. A team of data scientists is ready to release a model for enterprise use. The team wants to protect the model from unintentional changes or tampering.
Which of the following is the most appropriate action?

A) Integrate an application programming interface (API) with identity and access management (IAM) roles to interact with the model.
B) Provide secure copies of the model for local runtime usage.
C) Change the model to a large language model (LLM) for interactive features with guardrails.
D) Restrict access to only IT professionals in the organization.

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

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

Solutions: