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

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Title Detecting masquerades using a combination of Naive Bayes and weighted RBF approach
Author Sharma, Alokanand; Paliwal, Kuldip Kumar
Journal Name Journal in Computer Virology
Year Published 2007
Place of publication France
Publisher Springer
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.
Peer Reviewed Yes
Published Yes
Publisher URI http://www.springer.com/computer/journal/11416
Alternative URI http://dx.doi.org/10.1007/s11416-007-0055-z
Volume 3
Page from 237
Page to 245
ISSN 1772-9890
Date Accessioned 2008-01-24
Language en_AU
Research Centre Institute for Integrated and Intelligent Systems
Faculty Faculty of Science, Environment, Engineering and Technology
Subject PRE2009-Pattern Recognition
URI http://hdl.handle.net/10072/17415
Publication Type Journal Articles (Refereed Article)
Publication Type Code c1

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