Skip to Content
Machine Learning Security with Azure
book

Machine Learning Security with Azure

by Georgia Kalyva
December 2023
Intermediate to advanced
310 pages
7h 34m
English
Packt Publishing
Content preview from 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 ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

Azure Machine Learning Engineering

Azure Machine Learning Engineering

Dennis Sawyers, Sina Fakhraee, PhD, Balamurugan Balakreshnan, Megan Masanz
Mastering Azure Machine Learning - Second Edition

Mastering Azure Machine Learning - Second Edition

Christoph Körner, Marcel Alsdorf
Mastering Azure Security - Second Edition

Mastering Azure Security - Second Edition

Mustafa Toroman, Tom Janetscheck

Publisher Resources

ISBN: 9781805120483