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基于混合基因表达式编程的入侵检测算法

邓松 林为民 张涛

计算机与现代化Issue(9):33-35,39,4.
计算机与现代化Issue(9):33-35,39,4.DOI:10.3969/j.issn.1006-2475.2011.09.010

基于混合基因表达式编程的入侵检测算法

Intrusion Detection Algorithm Based on Hybrid Gene Expression Programming

邓松 1林为民 2张涛1

作者信息

  • 1. 国网电力科学研究院信息与通信研究所,江苏南京210003
  • 2. 国家电网公司信息网络安全重点实验室,江苏南京210003
  • 折叠

摘要

Abstract

This paper proposes Intrusion Detection Based on Hybrid Gene Expression Programming (ID-HCEP) , which combines the theory of attribution reduction in rough set to improve precision and efficiency on intrusion detection. Through extensive experiments on high dimension data sets, it is shown that ID-HCEP is apparently more advantageous in terms of convergence speed, intrusion detection efficiency and average consumptive time in contrast with traditional intrusion detection algorithm on CEP.

关键词

入侵检测/粗糙集/属性约简/基因表达式编程

Key words

intrusion detection/ rough set/ attribution reduction/ gene expression programming

分类

信息技术与安全科学

引用本文复制引用

邓松,林为民,张涛..基于混合基因表达式编程的入侵检测算法[J].计算机与现代化,2011,(9):33-35,39,4.

计算机与现代化

OACSTPCD

1006-2475

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