From Feature Selection to Building of Cascaded Classifiers: A Network Intrusion Detection Perspective

Khor, Kok Chin (2011) From Feature Selection to Building of Cascaded Classifiers: A Network Intrusion Detection Perspective. PhD thesis, Multimedia University.

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Abstract

This study proposed the cascaded classifier approach in order to demonstrate highly improved performance in detecting rare classes and gives competitive results in detecting dominant classes as compared to previous Intrusion Detection System (IDS) work.

Item Type: Thesis (PhD)
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK5101-6720 Telecommunication
Depositing User: Users 1102 not found.
Date Deposited: 27 Dec 2012 06:39
Last Modified: 27 Dec 2012 06:39
URI: http://shdl.mmu.edu.my/id/eprint/3725

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