December 2023
Intermediate to advanced
310 pages
7h 34m
English
Content preview from Machine Learning Security with Azure
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2
Understanding the Most Common Machine Learning Attacks
When getting started with securing your projects, there are many things you can use to learn security techniques quickly. The best is the MITRE ATT&CK framework. As a globally recognized knowledge base, it contains valuable information about a range of attack techniques that an adversary can use to attack a system and their mitigations. In this chapter, we are going to explore the MITRE ATLAS framework. It is adapted from the MITRE ATT&CK framework for machine learning (ML).
The goal of this chapter is to familiarize ourselves with the different stages of an attack and possible attacks on our system. This is essential because, with that knowledge, we can understand how an adversary thinks ...
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I 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.
I’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.
I'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.