基于免疫的入侵检测模型与通信应用研究

Intrusion Detection System Based on Artificial Immune and Its applications in wireless communication network

本文提出一个基于人工免疫机制的入侵检测模型(IDS)。该模型可用于计算机网络及无线通讯网络的安全系统。同时文章提出了一种新的数据存取和分析方法,并具体描述了怎样提取人类免疫系统的特点来应用于入侵检测系统的软件包。此研究成果的一个显著优点是极大的减少了入侵检测日志文件的容量,从而有效提高了系统的可维护性,帮助管理员更好的监测和观察主机异常活动。最后文章用实验数据显示了该算法的有效和可行性。

This paper presents a intrusion detection system （IDS） based upon artificial immune technique. The model can be employed in computer network as well as wireless communication network. Meanwhile this work introduces a new data access and analysis method, including the detail description on the software package design which extracts human immune system characteristics and ap- plies in IDS. A remarkable feature of this work is that the size of log file is greatly reduced, which in fact improve the management of the entire system. Finally the experiments are carried out to demonstrate the effectiveness of the proposed algorithm.