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Pass Guaranteed Quiz CompTIA - High Pass-Rate CY0-001 Dump Torrent

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Pass Guaranteed Quiz CompTIA - High Pass-Rate CY0-001 Dump Torrent

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CompTIA SecAI+ Certification Exam Sample Questions (Q79-Q84):NEW QUESTION # 79
Which of the following job roles in an organizational governance structure develops a model from business use cases?
  • A. Data scientist
  • B. Machine learning operations (MLOps) engineer
  • C. Platform architect
  • D. AI risk analyst
Answer: A
Explanation:
A data scientist develops models from business use cases by translating organizational needs into machine learning solutions. They prepare data, select algorithms, and build models that align with the use cases.

NEW QUESTION # 80
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. Endpoint access controls
  • D. Content delivery network (CDN)
  • E. Application programming interface (API) rate controls
  • F. Model fine-tuning
Answer: B,E
Explanation:
API rate controls limit the number of requests within a set timeframe, preventing attackers from overloading the system and driving up costs.
Output token controls restrict the length of responses, reducing unnecessary token usage that attackers might exploit in a denial-of-wallet attack.

NEW QUESTION # 81
A team of data scientists is ready to release a model for enterprise use. The team wants to protect the model from unintentional changes or tampering. Which of the following is the most appropriate action?
  • A. Change the model to a large language model (LLM) for interactive features with guardrails.
  • B. Restrict access to only IT professionals in the organization.
  • C. Integrate an application programming interface (API) with identity and access management (IAM) roles to interact with the model.
  • D. Provide secure copies of the model for local runtime usage.
Answer: C
Explanation:
Protecting the model from tampering requires controlled and auditable access. By integrating the model with an API secured by IAM roles, only authenticated and authorized users or systems can interact with it, ensuring integrity and preventing unauthorized changes.

NEW QUESTION # 82
Which of the following helps in managing potential security issues related to model training?
  • A. Organization for Economic Co-operation and Development (OECD)
  • B. International Organization for Standardization (ISO) 27001
  • C. General Data Protection Regulation (GDPR)
  • D. National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)
Answer: D
Explanation:
The NIST AI RMF provides structured guidance for identifying, assessing, and managing risks specific to AI systems, including those arising during model training. It addresses issues like bias, security, and data integrity, making it the best framework for managing training-related security concerns.

NEW QUESTION # 83
Which of the following responsible AI standards refers to a principle that clearly states the reasons behind the decisions for a particular conclusion?
  • A. Transparency
  • B. Accountability
  • C. Explainability
  • D. Auditability
Answer: C
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 # 84
......
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