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Mathematical Analysis of Sensor Fusion for Intrusion Detection Systems

Thomas, C and Balakrishnan, N (2009) Mathematical Analysis of Sensor Fusion for Intrusion Detection Systems. In: Proc. International Conference on Communications and Networking, 5-10 Jan. 2009, Bangalore.

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Abstract

Fusion of multiple intrusion detection systems results in a more reliable and accurate detection for a wider class of intrusions. The paper presented here introduces the mathematical basis for sensor fusion and provides enough support for the acceptability of sensor fusion in performance enhancement of intrusion detection systems. The sensor fusion system is characterized and modeled with no knowledge of the intrusion detection systems and the intrusion detection data. The theoretical analysis is supported with an experimental illustration with three of the available intrusion detection systems using the DARPA 1999 evaluation data set.

Item Type: Conference Paper
Additional Information: Copyright 2009 IEEE. Personal use of this material is permitted.However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Department/Centre: Division of Information Sciences > Supercomputer Education & Research Centre
Date Deposited: 13 Dec 2011 11:58
Last Modified: 13 Dec 2011 11:58
URI: http://eprints.iisc.ernet.in/id/eprint/41280

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