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CompTIA CY0-001 Exam Syllabus Topics:

CompTIA SecAI+ Certification Sample Questions:

1. An organization recently developed an AI-powered product and discovers that it is vulnerable to attacks in which malicious actors can alter the input, causing the system to recommend inappropriate information.
Which of the following techniques is the most effective way to secure the system against manipulation attacks?

A) Guardrails
B) Feature scaling
C) Cross-validation
D) Feature regularization

2. A developer is selecting authentication controls for an AI system.
Which of the following is the best way to prevent threat actor replay attacks?

A) Identity and access management access keys
B) Expiring session tokens
C) Identity provider (IdP) federation
D) Secure Shell (SSH)-based certificate authentication

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

4. Users report that the output of a generative AI application seems unrelated to the prompts and contains offensive content. A security team investigates and determines that there was an on-path attack.
Which of the following is the most likely attack method?

A) Domain hijacking
B) Application server hijacking
C) Session hijacking
D) Model hijacking

5. A security administrator sees suspicious queries on AI logs.
Which of the following should the administrator implement to address this issue?

A) Data size
B) Agentic AI
C) Rate limit
D) Prompt firewalls

Solutions: