A Machine Learning Specialist Is Developing a Proof of Concept

question 139

Multiple Choice

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.