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

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.

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Bibliographic Details
Main Author:	Khor, Kok Chin
Format:	Thesis
Published:	2011
Subjects:	TK5101-6720 Telecommunication Including telegraphy, telephone, radio, radar, television
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id	my-mmu-ep.3725
record_format	uketd_dc
spelling	my-mmu-ep.37252012-12-27T06:39:19Z From Feature Selection to Building of Cascaded Classifiers: A Network Intrusion Detection Perspective 2011-10 Khor, Kok Chin TK5101-6720 Telecommunication. Including telegraphy, telephone, radio, radar, television 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. 2011-10 Thesis http://shdl.mmu.edu.my/3725/ http://vlib.mmu.edu.my/diglib/login/dlusr/login.php phd doctoral Multimedia University Faculty of Computing and Informatics
institution	Multimedia University
collection	MMU Institutional Repository
topic	TK5101-6720 Telecommunication Including telegraphy, telephone, radio, radar, television
spellingShingle	TK5101-6720 Telecommunication Including telegraphy, telephone, radio, radar, television Khor, Kok Chin From Feature Selection to Building of Cascaded Classifiers: A Network Intrusion Detection Perspective
description	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.
format	Thesis
qualification_name	Doctor of Philosophy (PhD.)
qualification_level	Doctorate
author	Khor, Kok Chin
author_facet	Khor, Kok Chin
author_sort	Khor, Kok Chin
title	From Feature Selection to Building of Cascaded Classifiers: A Network Intrusion Detection Perspective
title_short	From Feature Selection to Building of Cascaded Classifiers: A Network Intrusion Detection Perspective
title_full	From Feature Selection to Building of Cascaded Classifiers: A Network Intrusion Detection Perspective
title_fullStr	From Feature Selection to Building of Cascaded Classifiers: A Network Intrusion Detection Perspective
title_full_unstemmed	From Feature Selection to Building of Cascaded Classifiers: A Network Intrusion Detection Perspective
title_sort	from feature selection to building of cascaded classifiers: a network intrusion detection perspective
granting_institution	Multimedia University
granting_department	Faculty of Computing and Informatics
publishDate	2011
_version_	1747829551079096320

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

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