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CompTIA SecAI+ Certification Sample Questions:

1. A group of security engineers is developing a SIEM system that will be able to ingest data from multiple structured and unstructured sources, have a chatbot integrated with an LLM that the security analyst can interact with, and provide insights from the SIEM alert data.
Which of the following techniques should the security engineers consider before collecting the data from the respective sources?

A) Balancing
B) Cleansing
C) Verification
D) Vector storage

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

3. A line of business wants to onboard an application that uses a custom AI model for employee assessments.
The Chief Information Officer (CIO) agrees to allow the engagement to proceed but first wants a threat model.
Which of the following is the most appropriate to use for an AI threat model?

A) Adversarial Threat Landscape for AI Systems (ATLAS)
B) International Organization for Standardization (ISO)
C) Responsible AI
D) Organization for Economic Co-operation and Development (OECD)

4. A machine learning (ML) engineer is working with a security engineer to identify the best practices for securing a system with various AI models.
Which of the following actions should the engineers suggest?

A) Using a secure software development life cycle (SDLC)
B) Implementing comprehensive security architecture
C) Conducting guardrail testing and security validation
D) Following a secure model development life cycle (MDLC)

5. Which of the following is the best example of an AI model that is trained to identify multiple points from input using a neural network to provide output for authentication?

A) Open Authorization (OAuth)
B) Facial recognition
C) Encryption key
D) Bounding box

Solutions: