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100% Pass Quiz 2026 High Pass-Rate CY0-001: Exam CompTIA SecAI+ Certification Exam Success

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CompTIA SecAI+ Certification Exam Sample Questions (Q82-Q87):

NEW QUESTION # 82
An organization is concerned with the exposure of sensitive data. Which of the following is the most relevant security concern?

A. Model inversion
B. Overfitting
C. Hyperparameter tuning
D. Data normalization

Answer: A

Explanation:
Model inversion is a security concern where attackers can reconstruct or infer sensitive training data from the AI model's outputs. This directly threatens data confidentiality, making it the most relevant concern for sensitive data exposure.

NEW QUESTION # 83
Which of the following are considered threat intelligence sources? (Choose two.)

A. Group policy objects
B. Netflow logs
C. Open-source intelligence (OSINT)
D. ISACs
E. File integrity monitoring

Answer: C,D

Explanation:
ISACs and OSINT provide structured and open-source threat intelligence feeds.

NEW QUESTION # 84
Which of the following responsible AI standards refers to a principle that clearly states the reasons behind the decisions for a particular conclusion?

A. Explainability
B. Auditability
C. Accountability
D. Transparency

Answer: A

Explanation:
Explainability is the responsible AI principle that ensures AI systems can provide clear reasoning for their decisions, allowing users to understand how and why a particular conclusion was reached.

NEW QUESTION # 85
Which of the following is the most impactful security risk associated with the use of a generative AI chatbot?

A. Overly permissive access
B. Model validation
C. Weak encryption
D. Data leakage

Answer: D

Explanation:
The most significant risk with generative AI chatbots is data leakage, where sensitive or regulated information could be exposed through prompts or outputs. This risk directly impacts confidentiality and compliance, making it more critical than access scope, encryption, or validation concerns.

NEW QUESTION # 86
A customer-facing, AI-powered chatbot has been jailbroken through prompt injections. As a result, the AI model is offering a 99% discount on the purchase of a new vehicle. Which of the following should be implemented to enhance the model's robustness against such attacks?

A. System prompt
B. Guardrails
C. Bias filtering
D. Log monitoring

Answer: B

Explanation:
Guardrails enforce strict rules on what the AI model can and cannot do, preventing malicious prompt injections from overriding intended behavior. In this case, guardrails would stop the chatbot from generating unauthorized offers such as extreme discounts.

NEW QUESTION # 87
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