网络入侵检测系统中动态克隆选择算法的优化  

Optimization of Dynamic Clonal Selection Algorithm in Network Intrusion Detection System

作　　者：杜海娟[1] 

机构地区：[1]嘉兴学院平湖校区,平湖314200

出　　处：《计算机与数字工程》2010年第7期125-127,185,共4页Computer & Digital Engineering

摘　　要：文章首先对入侵检测的定义一些基本概念和原理进行了较为详细的介绍,然后通过对动态克隆选择算法进行的研究和分析,发现该算法在生成未成熟检测器过程中存在不足,对其采用了r连续匹配位反向变异方法。经过验证分析证实了改进后的算法的确加大了成熟检测器集覆盖的检测空间。First the paper carry out more detailed description of some basic concepts and principles in intrusion detection and artificial immune system.Followed through research and analysis on the principle of dynamic clonal selection algorithm,it found some weakness in the generated immature detector process.In the improved algorithm,it applied for consecutive match-r Reverse Variation Method in the formation of immature detector set.Finally this paper verified the improved algorithm increased the testing space of mature detector sets.

关 键 词：入侵检测 否定选择算法 动态克隆选择算法 未成熟检测器 

分 类 号：TP393.08[自动化与计算机技术—计算机应用技术]