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CompTIA CY0-001 Exam Syllabus Topics:

CompTIA SecAI+ Certification Sample Questions:

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

2. A security analyst notices that regardless of user-submitted prompts, an AI model always returns unsanitized responses. These responses are then passed to multiple plug-ins. The analyst is concerned with the potential security implications.
Which of the following Open Worldwide Application Security Project (OWASP) categories addresses this vulnerability?

A) Misinformation
B) Unbounded consumption
C) Prompt injection
D) Improper output handling

3. Which of the following is the most concerning risk for a company that allows corporate end users to use public-facing large language models (LLMs)?

A) Data security regulatory violations
B) Inaccuracies due to hallucinations
C) Out-of-date acceptable use policies
D) Malicious code generation

4. A financial organization implements a new AI-based fraud detection system to flag suspicious transactions. A security analyst discovers that it occasionally blocks legitimate transactions.
Which of the following is the best recommendation?

A) Implementing AI token usage and rate limits
B) Encrypting all the data processed by AI and applying further access controls
C) Rolling back the model and using a traditional fraud detection system
D) Retraining the model with more data and recent transaction patterns

5. A user interface engineer adds new graphics to the latest release of an AI-integrated application. During the update, the engineer accidentally causes the model to retrain on unverified data. After the update, the model begins to return many errors.
Which of the following is the best way to mitigate future errors?

A) Generative adversarial network
B) Web application firewall
C) Model development life cycle
D) Role-based access control

Solutions: