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.
基于免疫原理的无线传感器网络Multi-Agent入侵检测研究
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.
Multi-agent systems: which research for which applications [J] . Eugénio Oliveira,Klaus Fischer,Olga Stepankova. Robotics and Autonomous Systems . 1999 (1)