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CompTIA CY0-001 Exam Syllabus Topics:

CompTIA SecAI+ Certification Sample Questions:

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

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

2. Which of the following is used to train an AI model with unstructured data?

A) Reinforcement training
B) Supervised learning
C) Statistical learning
D) Fine-tuning

3. A team of engineers builds an application using a large language model (LLM). The application is built on Linux and is hosted on a virtual server. Users must create an account in order to access and use the platform.
Which of the following should the team do to protect the account credentials?

A) Deploy an authenticated application programming interface (API).
B) Patch the model with the latest data set.
C) Implement hashing and encryption.
D) Update the Linux and virtual servers.

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

5. An organization develops a chatbot that does not provide harmful or explicit responses, must use clean and professional language, and ensures that responses are accurate.
Which of the following should the organization conduct after the chatbot is fully developed but before a customer-facing deployment?

A) Guardrail testing and validation
B) Model auditing and evaluation
C) Data labeling and classification
D) Regression modeling and minimization

Solutions: