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CompTIA SecAI+ Certification Sample Questions:

1. Which of the following ensures the integrity of data usage in an AI system?

A) Data cleansing
B) Data lineage
C) Data verification
D) Data masking

2. 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) Inclusiveness
B) Consistency
C) Bias
D) Transparency

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

4. A SOC analyst identifies that a user extracted the full system prompt from the company ' s chatbot by prompting it to repeat the last query and provide the entire conversation context. Which of the following mitigations reduces the risk to the AI system?

A) Using data version control to detect content manipulation
B) Restricting the LLM ' s access to internal services
C) Enhancing model guardrails
D) Segregating and identifying external content

5. A security analyst is aware of an active penetration test in the environment. The analyst examines SIEM log data and notices the following AI system output:

Which of the following is the vulnerability that has occurred and the control the analyst should implement?

A) The vulnerability is sensitive information disclosure, and the analyst should employ masking.
B) The vulnerability is prompt injection, and the analyst should use endpoint detection response (EDR).
C) The vulnerability is model hallucinations, and the analyst should develop output validations.
D) The vulnerability is jailbreaking, and the analyst should utilize role-based access control.
E) The vulnerability is role impersonation, and the analyst should use validation.

Solutions: