Divided into two major parts, Enhancing Computer Security with
Smart Technology introduces the problems of computer security to
researchers with a machine learning background, then introduces
machine learning concepts to computer security professionals.
Realizing the massive scope of these subjects, the author
concentrates on problems related to the detection of intrusions
through the application of machine learning methods and on the
practical algorithmic aspects of machine learning and its role in
security. A collection of tutorials that draw from a broad spectrum
of viewpoints and experience, this volume is made up of chapters
written by specialists in each subject field. It is accessible to
any professional with a basic background in computer science.
Following an introduction to the issue of cyber-security and
cyber-trust, the book offers a broad survey of the state-of-the-art
in firewall technology and of the importance of Web application
security. The remainder of the book focuses on the use of machine
learning methods and tools and their performance.
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