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…

The correct answer is D. Integrate an application programming interface (API) with identity and access management (IAM). 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.

Security Architecture and Tool Sets

Question

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?

Options

AChange the model to a large language model (LLM) for interactive features with guardrails.
BProvide secure copies of the model for local runtime usage.
CRestrict access to only IT professionals in the organization.
DIntegrate an application programming interface (API) with identity and access management (IAM)

How the community answered

(29 responses)

A
3% (1)
B
3% (1)
C
10% (3)
D
83% (24)

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.

Topics

#model integrity#IAM#API security#access control

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