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CompTIA CY0-001 Exam Syllabus Topics:

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) Encrypt the weights at rest.
C) Configure guardrails.
D) Deploy prompt templates.

2. A security analyst finds that the AI system is under a denial-of-wallet attack.
Which of the following should the analyst enforce to protect the company? (Choose two.)

A) Modality controls
B) Output token controls
C) Model fine-tuning
D) Content delivery network (CDN)
E) Endpoint access controls
F) Application programming interface (API) rate controls

3. A SOC analyst identifies that a user extracted the full system prompt from the company ' s chatbot by prompting it to repeat the last query and provide the entire conversation context. Which of the following mitigations reduces the risk to the AI system?

A) Using data version control to detect content manipulation
B) Enhancing model guardrails
C) Restricting the LLM ' s access to internal services
D) Segregating and identifying external content

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

5. A security administrator needs to improve an AI model. During an initial investigation, the administrator notices that two successive login failures are recorded every day, and then a successful login occurs after a specific time interval. All the successful login attempts have been during office hours.
Which of the following techniques should the administrator use to improve the AI model ' s security?

A) Access management
B) Signature matching
C) Vulnerability analysis
D) Pattern recognition

Solutions: