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CompTIA SecAI+ Certification Sample Questions:

1. An organization implements a domain-specific AI chatbot. After operating normally for weeks, the model returns contextually incorrect responses - treating ' worm ' as a biological pest rather than a computer worm when answering a cybersecurity question.
Which of the following should the organization do to address the issue?

A) Apply model access controls.
B) Deploy prompt templates.
C) Encrypt the weights at rest.
D) Configure guardrails.

2. An administrator must conduct generative AI cost monitoring for use in the healthcare industry.
Which of the following criteria is the best way to calculate this cost?

A) Storage retrieval and prompt processing
B) Catalog servicing and exchange processing
C) Encryption and decryption processing
D) Connection access and exchange gateway

3. A security analyst is preparing a presentation for the sales team that describes the most common vulnerabilities that are specific to AI applications.
Which of the following is the best source for the analyst to consult?

A) International Organization for Standards (ISO) 27001
B) Common Weakness Enumeration (CWE)
C) National Institute of Technologies Risk Management Framework (NIST-RMF)
D) Open Worldwide Application Security Project (OWASP)

4. An attacker successfully completes a denial-of-service (DoS) attack through the context window of an AI system. Thousands of characters are obfuscated and hidden behind an emoji.
Which of the following techniques best mitigates this type of attack?

A) Pattern recognition
B) Fraud detection
C) Large language model (LLM)-as-a-judge
D) Prompt filter

5. Which of the following is a risk addressed by responsible AI?

A) Model drift
B) Response bias
C) Data poisoning
D) Reputational loss

Solutions: