WSNs multi- agent intrusion detection research based on immunology principle

LI Yun-ling; HAN Xiao-xia; MU Yue-hong

doi:10.13873/J.1000-9787(2014)09-0058-03

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WSNs multi- agent intrusion detection research based on immunology principle

更新时间：2025-09-11

- WSNs multi- agent intrusion detection research based on immunology principle
- Vol. 33, Issue 9, Pages: 58-61(2014)
- 作者机构：
  
  太原理工大学信息工程学院
- 作者简介：
- 基金信息：
- DOI：10.13873/J.1000-9787(2014)09-0058-03
  CLC： TN915.08;TP212.9
- Published：2014
- 稿件说明：
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[1]李云凌,韩晓霞,穆跃宏.基于免疫原理的无线传感器网络Multi-Agent入侵检测研究[J].传感器与微系统,2014,33(09):58-61.

LI Yun-ling, HAN Xiao-xia, MU Yue-hong. WSNs multi- agent intrusion detection research based on immunology principle[J]. 2014, 33(9): 58-61.
[1]李云凌,韩晓霞,穆跃宏.基于免疫原理的无线传感器网络Multi-Agent入侵检测研究[J].传感器与微系统,2014,33(09):58-61. DOI： 10.13873/J.1000-9787(2014)09-0058-03.

LI Yun-ling, HAN Xiao-xia, MU Yue-hong. WSNs multi- agent intrusion detection research based on immunology principle[J]. 2014, 33(9): 58-61. DOI： 10.13873/J.1000-9787(2014)09-0058-03.

摘要

在分析免疫系统特性及其无线传感器网络Multi-Agent系统相似性的基础上

将生物免疫机理同入侵检测技术相结合

搭建了一个基于生物免疫原理的Multi-Agent入侵检测的无线传感器网络模型

并引入了疫苗提取与接种技术

增加了记忆免疫细胞的多样性

提高了系统检测率。针对分簇式无线传感器网络的特点

该模型采用分层结构组织各种Agent

不同层次的Agent分工与检测任务都不同

通过对仿真实验结果进行分析可以看出:该系统有利于降低节点的能耗

延长生命周期。

Abstract

On the basis of analyzing immune system characteristics and similarity of multi-agent system

combine biological immune mechanism with intrusion detection technology

build a network intrusion detection model based on immune multi-agent

and introduce vaccine extraction and inoculation techniques to increase diversity of immune cells

and improve detection rate of system. Aiming at characteristics of clustering type wireless sensor networks（ WSNs）

the model adopts the hierarchical structure of the agent

different levels of agent respectively executes different detection tasks

analysis of simulation experimental results show that the system can effectively reduce energy consumption and prolong life cycle.

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Keywords

references

应用免疫原理的无线传感器网络入侵检测系统 [J]. 刘宁,赵建华. 计算机工程与应用 . 2011(15)

一种基于免疫多代理的网络入侵检测模型 [J]. 李冬. 计算机应用与软件 . 2008(05)

基于多代理的无线传感器网络入侵检测系统研究 [J]. 王培,周贤伟,覃伯平,赵鹏,郑连存. 传感技术学报 . 2007(03)

基于Multi-agent的入侵检测模型的研究与实现 [J]. 张然,钱德沛,包崇明,刘轶. 小型微型计算机系统 . 2003(06)

人工免疫系统:原理、模型、分析及展望 [J]. 肖人彬,王磊. 计算机学报 . 2002(12)

基于免疫原理的无线传感器网络入侵检测系统研究 [D]. 刘阳. 中国科学院研究生院（计算技术研究所） 2008

无线传感器网络安全技术概论 [M]. 人民邮电出版社 , 沈玉龙, 2010

Multi-agent systems: which research for which applications [J] . Eugénio Oliveira,Klaus Fischer,Olga Stepankova. Robotics and Autonomous Systems . 1999 (1)

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