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CompTIA SecAI+ Certification Sample Questions:

1. A security consultant must summarize the impact of posture management on a machine learning (ML) use case.
Which of the following is the most appropriate reference for this purpose?

A) National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)
B) Organization for Economic Co-operation and Development (OECD) standards
C) Generative adversarial network (GAN)
D) European Union AI Act

2. Which of the following strengthens the performance of a large language model (LLM) for malicious reconnaissance?

A) Prompting a chatbot to describe server naming patterns and Internet Protocol (IP) ranges
B) Instructing an AI assistant to query as an administrator
C) Creating a web scraper script using AI to capture the company website
D) Enhancing a foundational model with the inclusion of retrieval-augmented generation (RAG)

3. An AI security team must assess the probability of an attack on its new system and the impact associated with such an attack.
Which of the following threat-modeling resources best addresses the threat landscape for machine learning (ML)?

A) Open Worldwide Application Security Project (OWASP)
B) Common Vulnerabilities and Exposures (CVE) AI working group
C) MITRE Adversarial Threat Landscape for AI Systems (ATLAS)
D) Massachusetts Institute of Technology (MIT) risk repository

4. An organization develops a chatbot that does not provide harmful or explicit responses, must use clean and professional language, and ensures that responses are accurate.
Which of the following should the organization conduct after the chatbot is fully developed but before a customer-facing deployment?

A) Guardrail testing and validation
B) Data labeling and classification
C) Regression modeling and minimization
D) Model auditing and evaluation

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

Solutions: