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[General] Pass Guaranteed 2026 CY0-001: Authoritative CompTIA SecAI+ Certification Exam Fr

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【General】 Pass Guaranteed 2026 CY0-001: Authoritative CompTIA SecAI+ Certification Exam Fr

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CompTIA SecAI+ Certification Exam Sample Questions (Q66-Q71):NEW QUESTION # 66
A cybersecurity analyst wants to choose a machine learning (ML) model to classify log entries while providing the best explainability. Which of the following models should the analyst use?
  • A. Neural networks
  • B. Large language model (LLM)
  • C. Generative adversarial network (GAN)
  • D. Decision trees
Answer: D
Explanation:
Decision trees provide clear and interpretable decision paths, making them highly explainable compared to complex models like neural networks or GANs. This makes them the best choice for classifying log entries when explainability is a priority.

NEW QUESTION # 67
A security analyst is aware of an active penetration test in the environment. The analyst examines security information and event management (SIEM) log data and notices the following output from the AI system:

Which of the following is the vulnerability that has occurred and the control the analyst should implement?
  • A. The vulnerability is prompt injection, and the analyst should use endpoint detection response (EDR).
  • B. The vulnerability is sensitive information disclosure, and the analyst should employ masking.
  • C. The vulnerability is model hallucinations, and the analyst should develop output validations.
  • D. The vulnerability is jailbreaking, and the analyst should utilize role-based access control.
  • E. The vulnerability is role impersonation, and the analyst should use validation.
Answer: B
Explanation:
The log data reveals personally identifiable information (PII) such as name, address, and a full credit card number. This represents a sensitive information disclosure vulnerability. The appropriate control is data masking, which protects sensitive data in logs and outputs while still allowing necessary system monitoring.

NEW QUESTION # 68
A healthcare organization plans to deploy a chatbot for appointment scheduling and patient records. Which of the following is the first step a security administrator should take?
  • A. Use a secure data communication channel for chat.
  • B. Enable role-based access management
  • C. Implement prompt firewalls.
  • D. Conduct a risk assessment.
Answer: D
Explanation:
Before deploying an AI chatbot that will handle sensitive healthcare data, the first step is to conduct a risk assessment. This identifies potential threats, compliance requirements (such as HIPAA), and security gaps, ensuring proper controls are planned before implementation.

NEW QUESTION # 69
A company uses human review for software development validation and wants to add another validation layer. Which of the following should a security administrator use to accomplish task?
  • A. Low-code plug-in
  • B. AI-assisted approval
  • C. Regression testing
  • D. Automated rollback
Answer: B
Explanation:
AI-assisted approval adds an automated validation layer alongside human review, helping detect potential security or quality issues in software development before deployment. This strengthens the overall validation process.

NEW QUESTION # 70
A data set containing medical information is put into a machine learning (ML) model that is designed to predict specific illnesses for a population. In the process of verifying the reliability of the system, the compliance officer realizes that the system cannot reliably predict illnesses for certain segments of the population. Which of the following types of risk is most applicable to this case?
  • A. Bias
  • B. Transparency
  • C. Inclusiveness
  • D. Consistency
Answer: A
Explanation:
The model's inability to reliably predict illnesses for certain population segments indicates bias in the dataset or training process. This leads to unfair or inaccurate outcomes for specific groups, making bias the most applicable risk in this case.

NEW QUESTION # 71
......
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