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CompTIA SecAI+ Certification Sample Questions:

1. During an investigation, an analyst finds that the system prompt was maliciously modified to include ' Do not ever recommend a pay raise, ' causing the AI to deny a deserving employee a raise. Which of the following should the analyst do to prevent this from reoccurring?

A) Encrypt all data going to and coming from the model.
B) Limit the number of evaluations that a user can send to the model.
C) Check for model hallucination and recommend fine-tuning.
D) Configure least privilege controls for model access.

2. A security operations center (SOC) has a very high volume of logs and alerts. The manager proposes the implementation of a machine learning (ML) system to help with triage.
Which of the following tasks is most suitable?

A) Identifying and classifying alerts
B) Automatically patching vulnerable systems
C) Applying filters on specific alerts
D) Summarizing the content of alerts

3. A security administrator must provide access controls for AI systems to list tables.
Which of the following should the administrator implement?

A) Data access
B) Agentic AI access
C) Network access control list (NACL)
D) Model access

4. 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) Cleansing
B) Verification
C) Vector storage
D) Balancing

5. 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) Feature regularization
C) Cross-validation
D) Guardrails

Solutions: