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《Computer Applications》 2003-07
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Comparison and Analysis of Two Audit Data Reduction Methods for Intrusion Detection System

ZOU Tao 1,2,SUN Hongwei1,2,TIAN Xinguang1,2,LI Xuechun2(1.College of Electronic Science and Engineering,National University of Defense Technology,Changsha Hunan 410073,China;2.IP Network Technology Institute of Beijing Capitel Co.,Ltd.,Beijing 100016,China)  
This paper addresses the issue of identifying important input features in building an intrusion detection system (IDS). An algorithm named PFRM was first introduced and then a new algorithm (FSSGA) based on GA is proposed. The characteristics of both algorithms were analyzed. The experimental result using the same dataset shows that the performance of FSSGA is much better than PFRM. 
【CateGory Index】: TP393.08
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Chinese Journal Full-text Database 3 Hits
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Chinese Journal Full-text Database 10 Hits
1 CHEN Shu-yan~1,QU Gao-feng~2 (1.Jiangsu Province Optoelectronics Important Laboratory,Nanjing Normal University,Nanjing 130024,China; 2.Department of Computer Science,Southeast University,Nanjing 210096,China);Random stock model based on evolutionary strategies[J];Journal of Northeast Normal University (Natural Science Edition);2003-04
2 Luo Yunxia;Zhou Muxun;Jiang Zhendong;Chen Yongbao Zhejiang College of Water Conservancy and Hydropower, Hangzhou 310016, China Zhejiang University of Technology, Hangzhou 310014, China Shafan Reservoir Management Department, Jinhua 321061, China Jinlan Reservoir Management Department, Jinhua 321061, China;OPTIMAL OPERATION OF SERIES SMALL HYDROPOWER STATIONS BASED ON IMPROVED GENETIC ALGORITHM[J];Dam Observation and Geotechnical Tests;2004-03
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5 MIAO Hai-yang, CHENG Ji-lin, JIANG Jian-hua, YAN Wei(Water Science and Engineering College, Yangzhou University, Yangzhou 225009, China);Application of an Improved Genetic Algorithms in Hydraulic Distribution Calculation of Loop Pipe Network[J];Journal of Irrigation and Drainage;2005-02
6 JIANG Zhiquan, CHEN Yan(Computer Science & Technol. College,Dalian Maritime Univ., Dalian 116026,China);Research of an association rules discovering model based on Genetic Algorithm[J];Journal of Dalian Maritime University;2003-03
7 Xu Hongtao, Lu Wenbo (State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University,Wuhan 430072,China);Application of Genetic Algorithm in the Optimization of Parameters in Engineering Blasting[J];Engineering Science;2005-01
8 SONG Li-Ming FENG Zhen-Ping LI Jun LIU Li (School of Eergy & Power Engineering, Xi'an Jiaotong University, Xi'an 710049, China);A METHOD FOR TWIST BLADE DESIGN WITH ELLIPTIC EQUATIONS[J];Journal of Engineering Thermophysics;2004-S1
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Chinese Journal Full-text Database 10 Hits
1 LIU Hai-feng,QING Si-han,Meng Yang,LIU Wen-qing (Institute of Software Chinese Academy of Sciences,Beijing 100080,China;Engineering Research Center for Information Security Technology Chinese Academy of Sciences,Beijing 100080,China);A New Audit-Based Intrusion Detection Model and Its Implement Mechanism[J];Acta Electronica Sinica;2002-08
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