Feature Analysis for Intrusion Detection in Mobile Ad-hoc Networks

被引：0
|
作者：
Vetrichelvi [1 ]
Rajaram [1 ]
Vanitha [1 ]
Mohankumar, G. [1 ]
机构：
[1] Pk Coll Engn & Technol, Dept ECE, Coimbatore 641659, Tamil Nadu, India
来源：
INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY | 2010年 / 10卷 / 09期
关键词：
Feature selection; intrusion detection; MANET; PCA; STR;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
As Mobile Ad-hoc network( MANET) has become a very important technology, research concerning its security problem, especially, in intrusion detection has attracted many researchers. Feature selection methodology plays a central role in the data analysis process. The proposed features are tested in network operating conditions. PCA is used to analyze the selected features. This is because, redundant and irrelevant features often reduce performance of the detection system. STR belongs to hierarchical routing protocol and does not attempt to consistently maintain routing information in every node. Furthermore, through the use of tree's intrinsic routing function, the STR protocol exhibits hybrid behavior and better performance of normalized routing load in large, mobile, ad hoc networks
引用
收藏
页码：215 / 219
页数：5
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