Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Changchun University》 2009-06
Add to Favorite Get Latest Update

Feature selection of intrusion detection system based on BP neural network

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)  
With the advent of a variety of the invasions and attack network tools,intrusion detection has become a key component of network management.Feature selection can effectively improve machine learning and rule extraction algorithm performance.This article designs a intrusion detection system based on genetic neural network,which adopts selection method based on a variety of improved genetic algorithm features.The experimental results show that the genetic algorithm selection with different characteristics has some influences on the right classification rate of BP neural network.
【CateGory Index】: TP393.08;TP183
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 1 Hits
1 REN Shi-zun1,ZHAO Jian2(1.Software College,Changchun University,Changchun 130022,China;2.College of Computer Science and Technology,Changchun University,Changchun 130022,China);Design and research on examination controller in web mode[J];Journal of Changchun University;2010-02
【Citations】
Chinese Journal Full-text Database 4 Hits
1 Zhao Yun Liu Weiyi (Department of Computer Science,Yunnan University,Kunming650091);Research on Feature Selection Using Genetic Algorithms[J];Computer Engineering and Applications;2004-15
2 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
3 WU Yan, FENG Zhao(Department of Computer Science and Technology, Tongji University, Shanghai 201804, China);Adaptive invading genetic algorithm based on chaos search[J];Journal of Computer Applications;2008-01
4 HOU Guang kun LUO Jiang peng(Department of Computer Science Zhongshan University Guangzhou 510275);Modeling Idealized Parallel Genetic Algorithms[J];JOURNAL OF SOFTWARE;1999-05
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Ye zhiwei zheng zhaobao Yu Xin (shool of remote sensing and information ,wuhan university ,129 luoyu road wuhan 430079);A novel approach to feature selection based on Ant colony optimization algorithm Hybridization of heuristic information[J];Science and Technology Information of Surveying and Mapping;2007-03
2 Cui Yuan, Yang Bo, Ge Ning (School of Telecommunications Engineering, Xidian University, Xi′ an 710071, China);ART-2 Neural Network and Its Application in IDS[J];;2006-12
3 WANG Qing-fei,HE Xing-shi (School of Science,Xi'an Polytechnic University,Xi'an 710048,China);An Improved Adaptive Genetic Algorithm[J];Journal of Gansu Lianhe University(Natural Science Edition);2008-05
4 GUO Xu-zhan,SUN Yan-ge(Computer and Information Technology College,Xinyang Normal University,Xinyang 464000,China);Research of Intrusion Detection Based on Neural Network Optimized and Genetic Algorithm[J];Computer Knowledge and Technology;2009-29
5 FU Fan, WU Chen, YANG Xi-bei(School of Electronics and Information, Jiangsu University of Science and Technology, Zhenjiang Jiangsu 212003, China);A Genetic Algorithm for TSP Based on Pseudo Parallel Migration Strategy[J];Journal of East China Shipbuilding Institute(Natural Science Edition);2005-03
6 JIA Li-yuan1,2,DU Xin3(1.Department of Computer,University of China Geosciences,Wuhan,Hubei 430074;2.School of Yiyang Commuist Party,Yiyang,Hunan 413000;3.Department of Information and Engineering,College of Shijiazhuang Economy 050003,China);Research of Parallel Genetic Algorithms[J];Journal of Hunan City University(Natural Science);2006-03
7 Zheng Liping Hao Zhongxiao(Department of Computer Science and Engneering,Harbin Institute of Technology,Harbin150001);A Review on the Theory for the Genetic Algorithm[J];Computer Engineering and Applications;2003-21
8 YUAN Yuan1,LI Bingfa1,YANG Jie2,DING Ying1(1.School of Computer Science,Sichuan University,Changdu 610065;2.Dept.of Computer,Delft University of Technology,Netherlands);Extended Parallel Genetic Algorithm Based on Optimum Result Collecting[J];Computer Engineering;2007-07
9 XU Peng-fei, SHEN Lei (Computer College, Shandong University, Jinan 250061);Application of Improved BP Algorithm in Intrusion Detection System[J];Computer Engineering;2008-06
10 GE Ji-ke1,QIU Yu-hui1,WU Chun-ming1,PU Guo-lin2 (1.School of Computer & Information Science,Southwest University,Chongqing 400715,China;2.Dept.of Computer Science,Sichuan University of Arts & Science,Dazhou Sichuan 635000,China);Summary of genetic algorithms research[J];Application Research of Computers;2008-10
China Proceedings of conference Full-text Database 1 Hits
1 Han Chunhui Cai Jinyan Zhai Gaixiu Ordnance Engineering College,Shijiazhuang 050003;A Genetic Algorithm-based Method for Feature Extraction of Radar Fault Diagnosis[A];[C];2005
【Co-references】
Chinese Journal Full-text Database 2 Hits
1 YANG Li-ping(College of Computer Science and Technology,Changchun University,Changchun 130022,China);Research and development of teaching assistant system based on B/S structure Operating System[J];Journal of Changchun University;2009-04
2 ;Implementation of H.264 Video Player Plug-in Based on IE Browser[J];Computer Systems & Applications;2009-03
【Secondary Citations】
Chinese Journal Full-text Database 3 Hits
1 CHEN Bin; HONG Jiarong; WANG Yadong(Department of Computer Science and Engineering, Harbin Institute of Technology, Harbin 150001);THE PROBLEM OF FINDING OPTIMAL SUBSET OF FEATURES[J];Chinese Journal of Computers;1997-02
2 PAN Wei~(1,2),DIAO Hua-zong~1,JING Yuan-wei~2 (1.Department of Electric Detection,Shenyang Artillery College,Shenyang 110162,China;2.College of Information Science and Engineering,Northeastern University,Shenyang 110004,China.);An Improved Real-value Adaptive Genetic Algorithm[J];Control and Decision;2006-07
3 Li Dawei(Anshan Institute of Iron and Steel Technology,Anshan 114002)Wang Li(Anshan Normal College,Anshan 114005)Wang Mengguang(Northeastern University,Shenyang 110006);GENETIC ALGORITHM AND TABU SEARCH:A HYBRID STRATEGY[J];JOURNAL OF SYSTEMS ENGINEERING;1998-03
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved