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Machine learning has become a hot topic in computer security in the past couple of years as a technique that can counter advances in attacker competency. This book will provide security and software practitioners with a practical guide to approaching modern security with machine learning. If you have a surface-level understanding of machine learning, you're ready to get started.

By explore a range of data mining techniques for solving security problems in security, such as spam, authentication, abuse, and malware, you'll learn how to build how to build scalable systems to combat...