MACHINE LEARNING AND DATA MINING FOR COMPUTER SECURITY: METHODS AND APPLICATIONS - Softcover

Book 3 of 66: Advanced Information and Knowledge Processing

MALOOF MARCUS A.

 
9788184898873: MACHINE LEARNING AND DATA MINING FOR COMPUTER SECURITY: METHODS AND APPLICATIONS

Synopsis

Machine Learning and Data Mining for Computer Security provides an overview of the current state of research in machine learning and data mining as it applies to problems in computer security. This book has a strong focus on information processing and combines and extends results from computer security. The first part of the book surveys the data sources, the learning and mining methods, evaluation methodologies, and past work relevant for computer security. The second part of the book consists of articles written by the top researchers working in this area. These articles deals with topics of host-based intrusion detection through the analysis of audit trails, of command sequences and of system calls as well as network intrusion detection through the analysis of TCP packets and the detection of malicious executables. This book fills the great need for a book that collects and frames work on developing and applying methods from machine learning and data mining to problems in computer s

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Other Popular Editions of the Same Title

9781846280290: Machine Learning and Data Mining for Computer Security: Methods and Applications (Advanced Information and Knowledge Processing)

Featured Edition

ISBN 10:  184628029X ISBN 13:  9781846280290
Publisher: Springer, 2005
Hardcover