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《Computer Engineering》 2008-06
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Application of Improved BP Algorithm in Intrusion Detection System

XU Peng-fei, SHEN Lei (Computer College, Shandong University, Jinan 250061)  
An improved BP algorithm is proposed,in the algorithm,the learning rate α is not given by experts, but the best value is computed during learning. The experimental results indicate that this improved algorithm can increase learning speed and shorten training time. have become a part of security infrastructures. As high false alarm rate exists in current network intrusion detection systems, this improved algorithm can improve the intrusion detection rate.
【CateGory Index】: TP393.08;TP183
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【References】
Chinese Journal Full-text Database 1 Hits
1 WANG Yan-pin(Dept.of Information Engineering,Zhengzhou Railway Vocational & Technical College,Zhengzhou 450052,China);Genetic tabu algorithm for BP network intrusion detection[J];Application Research of Computers;2010-03
【Citations】
Chinese Journal Full-text Database 2 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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【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LI Kai1,TIAN Shuang-liang1,GENG Li-jun2(1.Institute of Computer and Information Engineering,Northwest University for Nationalities,Lanzhou 730030,China;2.School of Accounting,Shanxi University of Finance and Economics,Taiyuan 030006,China);Feature selection of intrusion detection system based on BP neural network[J];Journal of Changchun University;2009-06
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3 BAO Hui, QIN Jie, ZHANG Xing-hong (Henan University of Information Science and Engineering, Zhengzhou, Henan 450052,China);The Application of BP-Neural Network in the Intrusion Detection[J];Computer Security;2010-03
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【Co-references】
Chinese Journal Full-text Database 10 Hits
1 TANG De-yao, LI Hui, SONG Xin-hui, HUANG Gui-fa(R&D Center of Beijing Tangzhi Science & Technology Development Co.,Ltd.,The 608 Research Institute of Aircraft Industry, Zhuzhou 412002, China);Failure diagnosis and analysis of locomotive bearings[J];Electric Locomotives & Mass Transit Vehicles;2005-04
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9 Sun Xiaojuan1,2,3,Sun Ninghui1,2,and Chen Mingyu1,21(National Research Center for Intelligent Computing Systems,Institute of Computing Technology,Chinese Academy of Sciences,Beijing 100080)2(Key Laboratory of Computer System and Architecture,Institute of Computing Technology,Chinese Academy of Sciences,Beijing 100080)3(School of Information Science and Engineering,Graduate University of Chinese Academy of Sciences,Beijing 100049);Optimization of B-NIDS for Multicore[J];Journal of Computer Research and Development;2007-10
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【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 JIANG Jian chun,\ MA Heng tai,\ REN Dang en,\ QING Si han(Engineering Research Center for Information Security Technology, The Chinese Academy of Sciences, Beijng 100080, China) E mail: jianchun@ercist.iscas.ac.cn http://www.ercist.ac.cn;A Survey of Intrusion Detection Research on Network Security[J];Journal of Software;2000-11
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