A machine learning specialist is developing a proof of concept for government users whose primary concern is security. The specialist is using Amazon SageMaker to train a convolutional neural network (CNN) model for a photo classifier application. The specialist wants to protect the data so that it cannot be accessed and transferred to a remote host by malicious code accidentally installed on the training container. Which action will provide the MOST secure protection?
A) Remove Amazon S3 access permissions from the SageMaker execution role.
B) Encrypt the weights of the CNN model.
C) Encrypt the training and validation dataset.
D) Enable network isolation for training jobs.

Question

Quizplus · Accepted Answer

Enabling network isolation for training jobs ensures that the training container cannot make any outbound network calls, preventing data from being transferred to a remote host.

A Machine Learning Specialist Is Developing a Proof of Concept