ISBN 9781439839423,Data Mining And Machine Learning In Cybersecurity

Data Mining And Machine Learning In Cybersecurity

Author:

Sumeet Dua

Publisher:

CRC Press

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ISBN 9781439839423
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ISBN 9781439839423
Publisher

CRC Press

Publication Year 2011
ISBN-13

ISBN 9781439839423

ISBN-10 1439839425
Binding

Hardback

Number of Pages 256 Pages
Language (English)
Subject

Machine learning

Introducing basic concepts of machine learning and data mining methodologies for cyber security, this book provides a unified reference for specific machine learning solutions and cybersecurity problems. The authors focus on how to apply machine learning methodologies in cybersecurity, categorizing methods for detecting, scanning, profiling, intrusions, and anomalies. The text presents challenges and solutions in machine learning along with cybersecurity fundamentals. It also describes advanced problems in cybersecurity in the machine learning domain and examines privacy-preserving data mining methods as a proactive security solution
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