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

页码：1054 / 1059

页数：6

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