Design and Implementation of an Immune Algorithm for IDS

被引：0
|
作者：
Yao Xing [1 ]
Lu Jiaxing [1 ]
Guo Fan [1 ]
Yu Min [1 ]
机构：
[1] JiangXi Normal Univ, Dept Informat & Engn, Nanchang City 330022, Peoples R China
来源：
PROCEEDINGS OF 2010 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND INDUSTRIAL ENGINEERING, VOLS I AND II | 2010年
关键词：
immune algorithm; negative selection; clonal selection; r-bit consecutive match;
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
According to immune principle, this paper designs an immune algorithm applied to intrusion detection system. The algorithm mainly includes negative selection algorithm, clonal selection algorithm and r-bit consecutive matching algorithm. In order to reduce the number of inevitable "black hole", this paper used r-bit variable matching algorithm, and used a method of fast training data set to shorten the training time of data, The experimental results showed that the algorithm is an effective immune algorithm.
引用
收藏
页码：1054 / 1059
页数：6
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