An Improved Real-time Dendritic Cell Algorithm for Intrusion Detection

被引：0
|
作者：
Wang, Shu-yang [1 ]
Mu, Xiao-dong [1 ]
Zhao, Peng [1 ]
Zhao, Dian [1 ]
机构：
[1] Xian High Tech Inst, Dept Informat Engn, Xian 710025, Shaanxi, Peoples R China
来源：
COMPUTER SCIENCE AND TECHNOLOGY (CST2016) | 2017年
关键词：
Dendritic cell algorithm; Danger theory; Intrusion detection; Real-time analysis;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
With the increasing need of computer network intrusion detection for efficient, lightweight and real-time analysis, a real-time dendritic cell algorithm for intrusion detection is proposed to solve non real-time problems of classical system. The antigens are randomly presented by dendritic cells in time series. Once all antigen cells have migrated, the antigens will be immediately assessed and the output will be generated, the characteristic of real-time analysis. The pseudo code of real-time analysis dendritic cell algorithm is also presented, and it is tested in the KDD CUP99 dataset. The results of the experiments demonstrate that the real-time DCA has high detection accuracy and excellent real time performance.
引用
收藏
页码：424 / 431
页数：8
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