Machine learning and security

This book is a guide for anyone who wants to master the use of machine learning technology to ensure the security of computer systems, from detecting various anomalies to protecting end users.

Examples of possible practical applications of machine learning technology for solving problems such as intrusion detection, malware classification, and network environment analysis are presented. In addition to studying the main algorithms and techniques of machine learning, special attention is paid to the difficult problems of creating efficient, reliable, scalable systems for extracting and analyzing data in the field of security.

The publication will be useful for all computer security specialists to improve the controlled systems.