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ART-2 Neural Network and Its Application in IDS

Cui Yuan, Yang Bo, Ge Ning (School of Telecommunications Engineering, Xidian University, Xi′ an 710071, China)  
On the basis of the introduction to the ART-2 neural network and intrusion detection, this paper points out the feasibility of applying ART-2 model in intrusion detection. Using the KDD CUP-99 dataset, a simulation is given with Matlab. The simulation shows that IDS with this algorism will achieve high detection rate and low false positive rate.
【CateGory Index】: TP393.08;TP183
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【Citations】
Chinese Journal Full-text Database 1 Hits
1 WEI Shengjun, HU Changzhen, JIANG Fei (Network Security Technique Laboratory, Beijing Institute of Technology, Beijing 100081);An Intrusion Detection Method Based on Improved BP Neural Network Algorithm[J];Computer Engineering;2005-13
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