Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of University of Electronic Science and Technology of China》 2004-03
Add to Favorite Get Latest Update

Research of Neural Network Algorithm in Agent-Based Intrusion Detection System

Sun Jian,Xu Jiayi (School of Applied Mathematic, UEST of China Chengdu 610054)  
This paper designs an Agent-based Distributed Intrusion Detection System. The DIDS system combines host-based intrusion detection and network-based intrusion detection functions. It can be used to protect large area network and have relatively good expansibility. This paper also discusses the implementation of BP neural network in intrusion detection. Because of the traditional BP NN抯 weakness in learning time and performance, variable learning rate BP regression neural network (batch and momentum techniques are also used) are designed. The algorithm has been tested on a network data set. The result showed that it had much better performance than traditional BP NN.
【Fund】: 国防科研基金资助项目
【CateGory Index】: TP393.08
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 5 Hits
1 FENG Zhuo1, REN Ran2(1 Department of Automation, Tsinghua University, Beijing 100084, China; 2 Department of Electronic Engineering, Tsinghua University, Beijing 100084, China);Review on recent advancements and trends in information security[J];Journal of Safety and Environment;2007-02
2 WU Zhi,XU Jia-yi (School of Applied Mathematics, UEST of China Chengdu 610054);Immune Principles Applications of Multi-Agent-Based IDS[J];Journal of University of Electronic Science and Technology of China;2005-03
3 JIANG Zheng-mao,YANG Jian-yu,and LI Liang-chao (School of Electronic Engineering,University of Electronic Science and Technology of China Chengdu 610054);Antenna Pattern Generation by BP Neural Network[J];Journal of University of Electronic Science and Technology of China;2010-01
4 LI Yong-zhong XU Jing LUO Jun-sheng SUN Yan(School of Electrics and Information,Jiangsu University of Science and Technology,Zhenjiang 212003,China);Intrusion Detection System Based on Immune Agent[J];Computer Science;2008-12
5 PU Rong-fu (Network Center,Mianyang Normal University,Mianyang,Sichuan 621000);On Intrusion-Detecting System Based on BP Net Algorithm[J];Journal of Mianyang Normal University;2006-02
【Citations】
Chinese Journal Full-text Database 1 Hits
1 LUO Min ZHANG Huan-Guo WANG Li-Na (Department of Computer Science and technology .State Key Laboratory of Software Engineering, Wuhan University, Wuhan, 430072) (Key Laboratory of Computer Science,Institute of Software,Chinese Academy of Sciences,Beijing. 100080);A Survey of Data Mining-Based Intrusion Detection[J];Computer Science;2003-02
【Co-citations】
Chinese Journal Full-text Database 7 Hits
1 HUANG Lu,FU Ming,ZENG Feifei,et al;Research of Intrusion Detaction System[J];Computer and Information Technology;2004-01
2 CONG Hui-yuan(Tianjin University of Traditional Chinese Medicine,Tianjin 300193,China);Analysis on Problem of Inbreak Detection System and Trend of Development[J];Computer Knowledge and Technology;2009-04
3 Lu Huibin Tan Long Wang Yu(1.College of Material Science and Engineering,Yanshan University,Qinhuangdao 066004;2.Beijing University of Aeronautice and Astronamtics,Beijing 100083);Application of the network intrusion detection based on support vector machine[J];Electronic Measurement Technology;2008-02
4 JIANG Qing-feng,LI Zi,CHENG Xiao-xu(School of Computer Science and Information Technology,Daqing Normal University,Daqing 163712,China);Research on K-Means clustering algorithm and realization of graphical representation[J];Information Technology;2010-03
5 HE Min(College of Software,Jiangxi University of Science and Technology,Nanchang 330013,China);Research on Network Real-time Intrusion Detection Constructure Based on Data Mining[J];Computer and Modernization;2011-09
6 CHEN Xin1, XIONG Jia-jun2 (1. Group of Graduate, AFRA, Wuhan 430019, China;2. Department of Command Automation Engineering, AFRA, Wuhan 430019, China);Research on Intrusion Detection Alarms Based on Conceptual Clustering Algorithm[J];Journal of Air Force Radar Academy;2004-02
7 WANG JIE-Wen,LI HE-Nan (School of Computer Science & Technology, Nanhua University,Hengyang,Hunan,China 421001);Web-based Data Mining and Its Applications[J];Journal of Central-south Institute of Technology;2004-01
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 FENG Chang-gen, LIU Zhen-yi(State Key Lab of Explosion and Safety Science, Beijing Institute of Technology, Beijing 100081, China);THE CURRENT SITUATION AND THE RECENT ADVANCES IN INFORMATION SECURITY[J];Journal of Safety and Environment;2003-01
2 Zhang Xudong Li Yunze(School of Aeronautic Science and Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100191,China);Temperature prediction for nano satellite on orbit based on BP neural network[J];Journal of Beijing University of Aeronautics and Astronautics;2008-12
3 LIU Yang1a,LI Hai-ying1b,WANG Lian-yuan1b,LIU Xiao-duan2,GE Xiao-yuan2(1a.Computer Teaching and Research Center;1b.College of Physics,Jilin University,Changchun 130012,China;2.National Research Center for Geoanalysis,Beijing 100037,China);Quantity of Rainfall of a Slope Based on BP Neural Network[J];Journal of Jilin University(Information Science Edition);2007-02
4 ZHANG Niao-na1,2,CHEN Fang1,ZHANG De-jiang1(1.College of Electrical and Electronic Engineering,Changchun University of Technology,Changchun 130012,China;2.College of Automotive Engineering,Jilin University,Changchun 130022,China);Neural Networks with Weight Functions and Application in Energy Consumption Forecasting of Ore Dressing Plant[J];Journal of Jilin University(Information Science Edition);2009-01
5 LU Hong-ying, LUO Jun-song, XIAO Si-he, DING Zhao-yuCollege of Network Education, Chengdu University of Technology, Chengdu 610059, China;Intrusion detection method based on genetic neural networks[J];Journal of Chengdu University of Technology(Science & Technology Edition);2005-04
6 WANG Xing-dong~(1,2),SHE Kun~1,ZHOU Ming-tian~1,LIU Heng~1(1.Information Security United Lab., UESTC-Westone, Chengdu 610054, China;2. Key Software Lab., SicNU, Chengdu 610066, China);Intelligent IDS based on BP neural network[J];Journal of Chengdu University of Information Technology;2005-01
7 LIANG Si~1,LIU Jia-yong~1,HU Yong~1,CHEN Bo~2(1.Institute of Information Security,SCU,Chengdu 610064,China;2.Dept.of Communication & Information System,SCU,Chengdu 610065,China);Analysis of firewall security function based on CC[J];Journal of Chengdu University of Information Technology;2006-04
8 LI Jiang hong 1, HU Zhao wen 2, ZHENG Zhe wen 3 (1.Institute of Intelligent Engi., Shanghai Jiaotong Univ.,Shanghai 200030,China; 2.Dept. of Math. Phy. and Mech.,Changsha Railway Univ.,Changsha 410075,China; 3.College of Industry,Central South Fo;earning Algorithm for RBF Neural Networks[J];JOURNAL OF CHANGSHA UNIVERSITY OF ELECTRIC POWER(NATURAL SCIENCE);2000-01
9 WANG Li na, DONG Xiao mei, YU Ge, WANG Dong (School of Information Science and Engineering, Northeastern University,Shenyang 110004,China);Method of Evolutionary Neural Network-Based Intrusion Detection[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2002-02
10 WU Zhi,XU Jia-yi (School of Applied Mathematics, UEST of China Chengdu 610054);Immune Principles Applications of Multi-Agent-Based IDS[J];Journal of University of Electronic Science and Technology of China;2005-03
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 CHEN Ke,XU Jia-yi,CHENG Yong-xin (School of Applied Mathematics, Univ. of Electron. Sci. & Tech. of China Chengdu 610054);A Novel Antibody Network Base on Immune Algorithm and Neural Network[J];Journal of University of Electronic Science and Technology of China;2006-05
2 LI Yong-zhong XU Jing LUO Jun-sheng SUN Yan(School of Electrics and Information,Jiangsu University of Science and Technology,Zhenjiang 212003,China);Intrusion Detection System Based on Immune Agent[J];Computer Science;2008-12
3 LIU Shuai1a,1b,ZHANG Xing2 (1.a.Institute of Advanced Control & Intelligent Information Processing,b.College of Computer & Information Engineering,Henan University,Kaifeng Henan 475000,China;2.Dept.of Computer Science & Engineering,Henan University of Urban Construction,Pingdingshan Henan 467044,China);Study of creditability for intrusion detection system based on immunity[J];Application Research of Computers;2010-03
4 Xu Qunling(School of Educational Science and Technology,Weifang University,Weifang 261061,Shandong,China);ON DYNAMIC GENERATION ALGORITHM OF IDS-ORIENTED DETECTORS[J];Computer Applications and Software;2011-01
5 Ma Jianhong1 Ji Lixia1 Wei Quangang2 1(School of Software Technology,Zhengzhou University,Zhengzhou 450002,Henan,China) 2(Henan Meteorological Information Network and Technology Support Center,Zhengzhou 450002,Henan,China);MODELLING MONITORING SYSTEM FOR PROVINCIAL METEOROLOGICAL INFORMATION NETWORK BASED ON IMMUNE MULTI-AGENT[J];Computer Applications and Software;2013-07
6 ZHANG Jia-lin,SONG Guang-jun(College of Computer and Control Engineering,Qiqihar University,Heilongjiang Qiqihar 161006,China);Intrusion-detecting system based on improved LM-BP net work[J];Journal of Qiqihar University(Natural Science Edition);2007-06
7 ZHAO Yin LIU Qin LI Jing LIU Xinwei SUN Ning (School of Electronic Imformation,Wuhan University,Wuhan 430072);The Spreading Forecasting Model of EV71 Based on Neural Network[J];World Sci-Tech R & D;2008-05
8 QIU Hui-juan,ZHANG Guang-ming(School of Electrical Engineering and Automation,Nanjing University of Technology,Nanjing 211816,China);Modeling of mechanical and electrical self-healing system based on immune Agent[J];Computer Engineering and Design;2011-10
9 ZHANG Yan Ping, GAO Zhong Xin, YU Quan Yong (Madanjiang Normal College Network Information Center, Mudanjiang 157012, China);Application of neure network technology in the intelligent system flowing anomaly detection module[J];;2009-05
10 CAI Zhi-long,LUO Xiao-zhe(1.Liwan bureau of technology in Guangzhou,Guangzhou 510150,China;2.Guangdong AIB Polytechnic College,Guangzhou 510507,China);On Security Problem in E-government Affair System[J];Journal of Guangdong AIB Polytechnic College;2007-04
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved