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

2. An employee wants a consulting company to procure a data set that contains age, ethnicity, and diabetes status. During development, the employer wants to ensure the integrity of the data.
Which of the following is the best strategy to accomplish this task?

A) Querying the model
B) Enabling log monitoring
C) Implementing checksums
D) Conducting human evaluation

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

4. As a compliance requirement, a large language model (LLM) application requires setting up guardrails.
Which of the following resources is most appropriate to use?

A) LLM libraries
B) Open Worldwide Application Security Project (OWASP)
C) Security incident and event management (SIEM)
D) Retrieval-augmented generation (RAG)

5. A recent release of an AI software update exposes confidential customer information due to storage misconfiguration.
Which of the following data security controls will help maintain confidentiality despite the data leak?

A) Model encryption
B) Encryption at rest
C) Encryption in use
D) Encryption in transit

Solutions: