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基于免疫机制入侵检测中检测器生成的优化研究

The optimization research of generating detector in intrusion detection system based on the immunity mechanism
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摘要 机体免疫系统的许多有益特性被应用于入侵检测系统,使之能够主动地防御各种各样的网络攻击。该文在分析了将人工免疫学应用到入侵检测的过程中所遇到的诸多问题之后,提出了一种新的检测器生成算法。通过Matlab编程,对其进行了仿真实验,验证了该算法的有效性。 A few useful mechanisms make initiatively defense a variety of applying artificial immunology to IDS of biological immune system are appllied to intrusion detection network attacks. This paper analyses several problems occurring IDS. After that, a new algorithm of generating detector is proposed, systems, which in the process of which effectively improves Matlab programming by simulation triM.
作者 吴开兴 曹占杰 王立功
机构地区 河北工程学院信电学院
出处 《河北建筑科技学院学报》 2005年第4期74-77,共4页 Journal of Hebei Institute of Architectural Science & Technology
关键词 人工免疫 入侵检测系统 检测器 artificial immune system intrusion detection system detector
分类号 TP393.08 [自动化与计算机技术—计算机应用技术]
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参考文献5

  • 1STEVEN,ANDREW,HOFMEYR.An Immulogical Model of Distributed Detection and Its Application to Computer Security[D].Phd Thesis.University of New Mexico,2000.
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  • 5宏伟.人工免疫系统原理与应用[M].哈尔滨:哈尔滨工业大学出版社,2003..

二级参考文献35

  • 1[英]PM利迪亚德 A惠兰 M W范杰.林慰慈 薛彬 魏雪涛译.免疫学[M].北京:科学出版社,2001..
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  • 3Dasgupta. An immune agent architecture for intrusion detection.GECCO 2000, Las Vegas, Nevada, USA, 2000.
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  • 6Dasgupta, Nino. A comparison of negative and positive selection algorithms in novel pattern detection. The IEEE Int'1 Conf on Systems, Man and Cybernetics (SMC), Nashville, 2000.
  • 7Kim, Bentley. The artificial immune model for network intrusion detection.The 7th EUFIT' 99, Aachen, Germany, 1999.http://www. es. ucl. ac. uk/staff/J. Kim/pub/EUFITaimmune. ps.
  • 8Kim, Bentley. The human immune system and network intrusion detection.The 7th EUFIT' 99, Aachan, Germany, 1999. http://www. cs. ud. ac. uk/staff/J. Kim/pub/EUFIThimmune. ps.
  • 9Kim, Bentley. Negative selection and niching by an artificial immune system for network intrusion detection. GECCO'99,Orlando, Florida, 1999. http://www, cs. ucl. ac. uk/staff/J. Kim/pub/GECCOLateBreak99. ps.
  • 10Kim, Bentley. Investigating the roles of negative selection and clonal selection in an artificial immune system for network intrusion detection. The Special Issue on Artificial Immune Systems in IEEE Transactions of Evolutionary Computation, 2001.

共引文献30

河北建筑科技学院学报
2005年 第4期

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