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入侵检测系统中的一种免疫遗传算法 被引量:15

An Immunogenetic Algorithm for Intrusion Detection Systems
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摘要 在入侵检测系统中,为了有效防止各种形式的入侵行为,引入了生物学中的免疫特性,讨论了一个能检测较大范围网络入侵的免疫遗传学算法,并在一个新的模式识别器中引入了遗传算法的相关知识。 The immune features of biology are introduced in intrusion detection system to effectively defense a variety of intrusive activities. This paper discusses an immunogenetic algorithm to detect a larger scale of network intrusion. And several correlative knowledges of genetic algorithm are introduced into a novel pattern detectors.
出处 《计算机工程》 CAS CSCD 北大核心 2004年第8期63-64,共2页 Computer Engineering
基金 国家自然科学重大研究计划"网络与信息安全"基金资助项目(90204011) 软件工程国家重点实验室第4批开放基金资助项目
关键词 人工免疫 入侵检测 免疫遗传算法 AIS Intrusion detection system(IDS) Immunogenetic algorithm
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参考文献5

  • 1[1]Eskin E.Anomaly Detection over Noisy Data Using Learned Probability Distributions. In Proc. 17th International Conf. on Machine Learning,2000:255-262
  • 2[2]Dagupta D,Gonzalez F.Information Assuarance in Computer Networks.Chapter An Intelligent Decision Support System for Intrusion Detection and Response,2001:1 - 14
  • 3[3]Forrest S,Perelson A,Allen L,et al.Self-nonself Discrimination in a Computer. In Proc. IEEE Symp. on Research in Security and Privacy,1994
  • 4[4]Kephart J.A Biologically Inspired Immune System for Computers.In:Proceedings of Artificial Life, 1994:130-139
  • 5[5]Kim J,Bentley P J.An Evaluation of Negative Selection in an Artificial Immune System for Network Intrusion Detection. In:Proceedings of the Genetic and Evolutionary Computation Conference,2001 :1330-1337

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