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免疫算法在入侵检测中的应用基础抗原编码 被引量:1

Base of Appling Immune Algorithm in IDS:Antigen Code
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摘要 免疫算法运用到入侵检测中,提高入侵检测系统对未知入侵行为的检测。要运用免疫的思想到实际的入侵检测系统,需要建立抗原/抗体到入侵检测系统的映射,文中提出的基于特征提取的方法对入侵特征做抗原/抗体编码。该方法实现以共性特征为基本单元,实现特征编码,为基于免疫的入侵检测理论的研究到实际系统的开发指明了一个方向。 Intrusion detection can be improved by applying immune algorithm in the system. In order to do this, the mapping between intrusion detection system and the antigen/antibody must be built. In this paper, a method based on analyzing signature of intrusion is used to build the antigen code. With his method, the common signature is used to make the antigen code. It points out a direction of developing the intrusion detection system based on immune system.
机构地区 电子科技大学
出处 《实验科学与技术》 2006年第6期34-36,47,共4页 Experiment Science and Technology
基金 四川省科技开发基金资助项目(04JY029-017-1)
关键词 免疫算法 入侵检测 共性特征 抗原编码 immune algorithm intrusion detection common signature antigen code
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  • 1戴汝为,王珏.关于智能系统的综合集成[J].科学通报,1993,38(14):1249-1256. 被引量:52
  • 2吴知,许家珆.免疫原理在多Agent入侵检测系统中的应用[J].电子科技大学学报,2005,34(3):381-384. 被引量:3
  • 3刘勇,李涛,梁可心.基于动态克隆选择的入侵检测模型[J].计算机工程,2005,31(11):149-150. 被引量:4
  • 4何球藻 吴厚生.医学免疫学[M].上海:上海医科大学出版社,2000..
  • 5Tarun Ambwani.Multi Class Support Vector Machine Implementation to Intrusion detection[C].In:2003 International Joint Conference on Neural Network,2003:2300~2305
  • 6Yu Guan,Ali A Ghorbani,Nabil Belacel.Y-means:a clustering method for intrusion detection[C].In:2003 Canadian Conference on Electrical and Computer Engineering,2003:1083~1086
  • 7S Mukkamala,G Janoski,Andrew Sung Intrusion Detection Using Neural Networks and Support Vector Machines[C].In:2002 International Joint Conference on Neural Network,2002:1702~1707
  • 8M Cococcioni,G Frosini,B Lazzerini et al.A New Approach to Combining Outputs of Multiple Classifiers[C].In:Annual Meeting of the North American Fuzzy Information Processing Society,2002:400~405
  • 9Chee Peng Lim,Phaik Yean Goay,Poh Suan Teoh et al.combination of decision from a multiple neyral network classifier system[C].In:1999 third international conference on knowledge-based intelligent information engineering systems,1999:191~194
  • 10http://kdd.ics.uci.edu/databases/kddcup99/task.htral

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  • 1赖立,许家珆.利用聚类算法建立免疫模型自我库[J].实验科学与技术,2006,4(4):8-10. 被引量:3
  • 2竹小明,许家珆.动态克隆选择和免疫网络结合的算法[J].实验科学与技术,2006,4(5):35-37. 被引量:3
  • 3陈仁.免疫学基础[M].北京:人民卫生出版社,1982.12-47.
  • 4ODA T,WHITE T.Increasing the accuracy of a spam-detecting artificial immune system[J].Evolutionary Computation,2003,1 (1):390-396.
  • 5ATKINS S.Size and cost of the problem[C]// In Proceedings of the Fifty-sixth Intemet Engineering Task Force(IETF) Meeting,SpamCon Foundation,San Francisco,2003.
  • 6BURNET F M.The clonal selection theory of acquired immunity[M].London:Cambridge University Press,1959.
  • 7LEANDRO Nunes de Castro,FERNANDO J Von Zuben.Learning and optimization using clonal selection principle[J].IEEE Transactions on Evolutionary Computation,Special Issue on Artificial Immune Systems,2001,6 (3):239-251.
  • 8FORREST S,PERELSON A S,Allen L,et al.Self-nonself discrimination in a computer[C]// In Proceedings of the IEEE Symposium on Research in Security and Privacy,IEEE Computer Society Press,Oakland,1994.

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