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《Journal of University of Electronic Science and Technology of China》 2005-01
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An Application of Simulated Annealing Algorithm in Model-Based Reasoning Intrusion Detection

CHEN Bo,YU Ling,XIAO Jun-mo (Institute of Communication Engineering , PLA University of Science and Technology Nanjing 210007)  
It is needed to search among all the possible attack subsets and to match the events recorded in the audit trail. To make a decision about the realism of the hypothesis corresponding to a particular subset is difficult in model-based reasoning Intrusion Detection System. We present using Simulated Annealing(SA) algorithm to solve this NP-complete problem. Modeling a optimizing issue of attack detection first, and give the solve space, the target function, the creation of new solution and accept the standard, we got a reasonable cooling schedule. The parallelization of SA algorithm is also presented. The experiments indicate that the SA algorithm can improve the evolution speed and the abilities of seeking the global excellent result, and resolve to the efficiency problem of searching well.
【Fund】: 国家自然科学基金资助项目(69931040)
【CateGory Index】: TP393.08
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【Co-references】
Chinese Journal Full-text Database 10 Hits
1 TAO Wan 1,LI Ping 2, LIAO Shu-mei 3 ( 1. Dept. of Comp. Sci. & Engn., AnHui University of Technology and Science, Wuhu 241000, China; 2. Hefei University of Technology, Hefei 230009, China; 3.Info. Man. sch., Financial & Economical Unversity of Jiangxi, Nanchang 330013, China);Analysis and summary of current ontology-based semantic annotation tools[J];Journal of Anhui University of Technology and Science;2005-02
2 TAO Wan,YAO Hong-yan(Dept.of Comp.Sci.& Engn.,Anhui University of Technology and Science,Wuhu 241000,China);OWL ontology editing in semantic annotation tools[J];Journal of Anhui University of Technology and Science(Natural Science);2006-03
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4 WANG Quan-min, WANG Rui, ZHAO Qin (College of Computer Science, Beijing University of Technology, Beijing 100022, China);A Log Analyzing System for Linux LASL[J];Journal of Beijing Polytechnic University;2005-04
5 QU Wenlong,YANG Bingru,ZHANG Kejun Shijiazhuang University of Economics, Shijiazhuang 050031, China Information Engineering School, University of Science and Technology Beijing, Beijing 100083, China;Mining algorithm of frequent episodes in an event sequence based on generalized suffix-tree[J];Journal of University of Science and Technology Beijing;2006-05
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7 Wu Gang; Lu Zeyang; Lü Hongli.School of Information Science and Technology, Beijing For. Univ., 100083, P.R.China.;Information infrastructure for forest resource management.[J];Journal of Beijing Forestry University;2001-03
8 Feng Xiulan;Song Tieying;Yao Jianxin;Du Jingsha;Cai Xia.School of Information Science and Technology,Beijing For. Univ.,100083,P. R. China.;Information management system of collective owned forest resource based on GIS.[J];Journal of Beijing Forestry University;2001-03
9 Lü Hongli;Wu Gang;Lu Zeyang.School of Information Science and Technology,Beijing For.Univ.,100083,P.R.China;Development of a forest resource spacial information system based MAPINFO.[J];Journal of Beijing Forestry University;2001-03
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