Machine Learning Security with Azure

10

Setting a Security Baseline for Your Azure Machine Learning Workloads

In this chapter, we will summarize all the best practices outlined in this book for creating a security baseline for your machine learning workloads from start to finish to help you create a security strategy. We will mostly focus on Azure services, as we have in the rest of the book. Of course, there are always more things to consider, such as code or application security, but these are not the focus of this book.

We will review a couple of other services that, although not directly related to Azure Machine Learning, are useful to consider so that we can increase security in our Azure services overall. When it comes to security, we can use threat modeling to ensure that ...