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《Journal of North China Institute of Science and Technology》 2009-01
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Research on intrusion detection based on Immune algorithm and support vector machine

YU Yongxia1,YANG yang1,YU Shengchen2(1. College of Computer Science,Beijing University of Technology,Beijing 100022;2. North China Institute of Science and Technology,Yanjiao Beijing-East 101601)  
This paper studies and analyses the network data,and then presents a method of intrusion detection based on immune algorithm and support vector machine(SVM).In this method,immune algorithm is used to preprocess the network data,SVM is adopted to classify the optimization data.Experimental results show that the method is feasible and efficient.
【CateGory Index】: TP393.08
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【Citations】
Chinese Journal Full-text Database 2 Hits
1 CHEN Li-an~(1, 2), ZHANG Pei-ming~1(1. College of Electrical Engineering and Automation, Fuzhou University, Fuzhou, Fujian 350002, China; 2. Departmeat of Electronic Engineering, Xiamen Institute of Technology, Xiamen, Fujian 361005, China);Realization of immune genetic algorithm in MATLAB[J];Journal of Fuzhou University(Natural Sciences Edtion);2004-05
2 MO Hongwei,JIN Hongzhang(Automation College Harbin Engineering University,Harbin 150001,China);The Principle and Application of Immune Algorithm[J];Aeronautical Computer Technique;2002-04
【Secondary Citations】
Chinese Journal Full-text Database 5 Hits
1 Zhou Weiliang He Kun Cao Xianbin 1) Cheng Huixia 2) (Computer Center, Institute of Anhui Economy Management 230059) ( 1) Department of Computer Science and Technology, USTC 2) Department of Computer Science, Anhui;Design of BP Network Based on Immune Genetic Algorithm[J];JOURNAL OF ANHUI UNIVERSITY(NATURAL SCIENCES);1999-01
2 CHEN Li\|an, ZHANG Pei\|ming, MIAO Xi\|ren(Dept. of Electrical Engineering of Fuzhou University, Fuzhou 350002, China);Optimal design of intelligent electromagnetic devices based on immune genetic algorithm[J];Advanced Technology of Electrical Engineering and Energy;2003-01
3 CHU Li cai (Dept.of Basic Courses,Jimei University,Xiamen 361021,China);Genetic Algorithm Programming Based on Matlab and TSP Solving[J];Journal of Jimei University Natural Science;2001-01
4 Liu Kesheng, Cao Xianbin, Zhen Haorang, Wang Xufa (Department of Computer Science and Technology, University of Science and Techsnology of China, Hefei 230026);Solving TSP Based on Immune Algorithm[J];COMPUTER ENGINEERING;2000-01
5 Cui Xunxue (Hefei Institute of Intelligent Machines , Chinese Academy of Sciences , Hefei 230031) (Department of Automation , University of Science & Technology of China , Hefei 230027) Li Miao, Fang Tingjian (Hefei Institute of Intelligent Machines , Chinese Academy of Sciences , Hefei 230031);RESEARCH ON POPULATION DIVERSITY OF MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS BASED ON IMMUNE PRINCIPLE[J];Pattern Recognition and Artificial Intelligence;2001-03
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