Applications of Data Mining in Computer Security

Daniel Barbara

ISBN 10: 1402070543 / ISBN 13: 9781402070549

Published by Springer-Verlag New York Inc., 2002

About this Item

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Bibliographic Details

• Title: Applications of Data Mining in Computer Security
• Publisher: Springer-Verlag New York Inc.
• Publication Date: 2002
• Language: English
• ISBN 10: 1402070543
• ISBN 13: 9781402070549
• Binding: Hardback
• Condition: New
• Weight: 595 grams

About this title

Synopsis

Data mining is becoming a pervasive technology in activities as diverse as using historical data to predict the success of a marketing campaign, looking for patterns in financial transactions to discover illegal activities or analyzing genome sequences. From this perspective, it was just a matter of time for the discipline to reach the important area of computer security. Applications Of Data Mining In Computer Security presents a collection of research efforts on the use of data mining in computer security.

Applications Of Data Mining In Computer Security concentrates heavily on the use of data mining in the area of intrusion detection. The reason for this is twofold. First, the volume of data dealing with both network and host activity is so large that it makes it an ideal candidate for using data mining techniques. Second, intrusion detection is an extremely critical activity. This book also addresses the application of data mining to computer forensics. This is a crucial area that seeks to address the needs of law enforcement in analyzing the digital evidence.

About the Author

Dr. Sushil Jajodia is Professor and Chairman of the Dept. of Information and Software Engineering, and Director of the Center for Secure Information Systems at the George Mason University, Fairfax, Virginia, USA