• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

计算机工程与科学 ›› 2010, Vol. 32 ›› Issue (5): 10-14.

• • 上一篇    下一篇

WSN中基于免疫MultiAgent的入侵检测机制

张楠,张建华,陈建英   

  1. (西南民族大学计算机科学与技术学院,四川 成都 610041)
  • 收稿日期:2009-09-01 修回日期:2009-12-10 出版日期:2010-04-28 发布日期:2010-05-11
  • 通讯作者: 张楠 E-mail:panda_zn@163.com
  • 基金资助:
    四川省应用基础研究资助项目(2008JY00702);西南民族大学博士基金资助项目(08NBS003,09NBS001)

An Intrusion Detection Mechanism Based on Immune MultiAgents in WSN

ZHANG Nan,ZHANG Jianhua,CHEN Jianying   

  1. (School of Computer Science,Southwest University for Nationalities,Chengdu 610041,China)
  • Received:2009-09-01 Revised:2009-12-10 Online:2010-04-28 Published:2010-05-11
  • Contact: ZHANG Nan E-mail:panda_zn@163.com
  • About author:张楠(1973),女,四川眉山人,博士,副教授,研究方向为计算机网络及信息安全;张建华,博士,教授,研究方向为网络安全技术应用;陈建英,副教授,研究方向为分布式计算。

摘要:

针对传统入侵检测技术难以适应无线传感器网络的动态性和资源有限等特点的问题,本文将人工免疫原理和Agent技术相结合,提出了一种适用于分簇式无线传感器网络的入侵检测机制(IMAIDM);给出了免疫MultiAgent模型描述、多Agent的功能定义以及相关算法。实验表明,IMAIDM具有检测率高、自适应能力强、能耗低等特点。

关键词: WSN, 入侵检测, 人工免疫, MultiAgent

Abstract: As for the conventional intrusion detection technology in wireless sensor networks which can not adapt to the characteristics of dynamic property and limited resources, the artificial immunity theory and the multiagent technology are combined together, and a new intrusion detection mechanism(IMAIDM) for clustered wireless sensor networks is proposed. The description of an immune multiagent model, the definition of the multiagent function and the relevant algorithms are given. The experiments show that IMAIDM possesses a higher detection rate, better selfadaptability and lower energy consumption feature.

Key words: WSN, intrusion detection, artificial immunity, multiagent

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