The Research of Bayesian Classifier Algorithms in Intrusion Detection System

Authors:
Yang-Xia Luo
Affiliations:
-
Venue:
ICEE '10 Proceedings of the 2010 International Conference on E-Business and E-Government
Year:
2010

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Cited 2

Combining principal component analysis, decision tree and naïve Bayesian algorithm for adaptive intrusion detection

Proceedings of the 2013 Research in Adaptive and Convergent Systems
A survey of intrusion detection techniques for cyber-physical systems

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Abstract

Aim at the low accuracy of intrusion detection system, to analysis the Bayesian classification algorithm and give some improvements, with the experimental data of kddcup99, in order to find a reasonable data pre-processing methods and more effective classification algorithm to improve the accuracy of intrusion detection system.