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

2. A company deploys an internet-facing chatbot using RAG. Logs show that an administrator can retrieve employee names and usernames while an employee receives ' information not available. ' Which of the following is reducing the risk of sensitive data exposure in this scenario?

A) Data access controls
B) Model-specific guardrails
C) Rate limiting
D) Prompt templates

3. An AI architect reviews AI utilization and wants to improve the user experience.
Which of the following should the architect review within the logs?

A) Data storage
B) Rate monitoring
C) Model accuracy
D) Access controls

4. Which of the following should an auditor reference when reviewing a company ' s human resources AI systems for legal non-compliance?

A) European Union (EU) AI Act
B) International Organization for Standardization (ISO)
C) Organization for Economic Cooperation and Development (OECD) standard
D) National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)

5. Developers introduce new features to their generative AI product in an effort to stand out from the competition and offer more value to customers.
Which of the following most accurately explains the risks when enabling more functionality?

A) The risks remain the same as before the new features were added.
B) The risks increase when new features are added.
C) The risks are measured qualitatively.
D) The risks are proportional to the model ' s capabilities.

Solutions: