Frontiers of Electrical and Electronic Engineering >

2006 , Vol. 1 >Issue 4: 475 - 479

DOI: https://doi.org/10.1007/s11460-006-0091-3

Design of a new type of integrated classifier for network intrusion detection systems

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  • 1.Center of Information and Network Management, North China Electric Power University, Baoding 071003, China; 2.Jiangsu Electric Power Design Institute, Nanjing 210024, China;

Published date: 05 Dec 2006

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Abstract

Based on the analysis of the network intrusion detection model, a new design scheme for the integrated classifier is proposed. The attribute reduction algorithm of the discernibility matrix is used for the optimization design of reducing nodes of input and hidden layers. The experimental test result shows that this design is valid.

Cite this article

ZHU You-chan, SHANG Li-biao, WANG Jian . Design of a new type of integrated classifier for network intrusion detection systems[J]. Frontiers of Electrical and Electronic Engineering, 2006 , 1(4) : 475 -479 . DOI: 10.1007/s11460-006-0091-3

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