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Detecting masquerades using a combination of Naïve Bayes and weighted RBF approach

Sharma, Alokanand and Paliwal, K.K. (2007) Detecting masquerades using a combination of Naïve Bayes and weighted RBF approach. Journal in Computer Virology, 3 (3). pp. 237-245. ISSN 1772-9904

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Abstract

Masquerade detection by automated means is gaining widespread interest due to the serious impact of masquerades on computer system or network. Several techniques have been introduced in an effort to minimize up to some extent the risk associated with masquerade attack. In this respect, we have developed a novel technique which comprises of Naïve Bayes approach and weighted radial basis function similarity approach. The proposed scheme exhibits very promising results in comparison with many earlier techniques while experimenting on SEA dataset in detecting masquerades.

Item Type: Journal Article
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Faculty of Science, Technology and Environment (FSTE) > School of Engineering and Physics
Depositing User: Ms Mereoni Camailakeba
Date Deposited: 25 May 2007 12:02
Last Modified: 18 Jul 2012 14:06
URI: http://repository.usp.ac.fj/id/eprint/836
UNSPECIFIED

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