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

doi:10.1007/s11460-006-0091-3

Front. Electr. Electron. Eng.

2006, Vol. 1

Issue (4) : 475-479 https://doi.org/10.1007/s11460-006-0091-3

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

ZHU You-chan¹, SHANG Li-biao¹, WANG Jian²

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

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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.

Issue Date: 05 December 2006

Cite this article:

WANG Jian,ZHU You-chan,SHANG Li-biao. Design of a new type of integrated classifier for network intrusion detection systems[J]. Front. Electr. Electron. Eng., 2006, 1(4): 475-479.

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https://academic.hep.com.cn/fee/EN/10.1007/s11460-006-0091-3
https://academic.hep.com.cn/fee/EN/Y2006/V1/I4/475

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