Part 1 – Securing a Machine Learning System

In this part, you will discover why security is important and the various kinds of security that you will need to consider. You will look at the threats against machine learning applications, including those from data manipulation and other machine learning applications.

This section includes the following chapters:

• Chapter 1, Defining Machine Learning Security
• Chapter 2, Mitigating Risk at Training by Validating and Maintaining Datasets
• Chapter 3, Mitigating Inference Risk by Avoiding Adversarial Machine Learning Attack