Machine Learning Security Principles

Preface

Machine learning is the most important new technology today for getting more out of data. It can reveal patterns that aren’t obvious, for example, but it requires data – lots of it. Data gathering isn’t just about data. It affects users and requires the use of applications to clean, manipulate, and analyze the data. Scientists use machine learning to discover new techniques or to create new kinds of data, such as the generation of various kinds of art based on existing inputs or the advancement of medicine through better imaging. Businesses use machine learning to perform tasks, such as detecting credit card fraud, monitoring networks, and implementing factory processes, and to achieve all sorts of other goals where humans and AI work ...