Covert channel detection in the ICMP payload using support vector machine

被引：0

作者：

Sohn, T ^{[1
]}

Moon, J ^{[1
]}

Lee, S ^{[1
]}

Lee, D ^{[1
]}

Lim, J ^{[1
]}

机构：

[1] Korea Univ, Ctr Informat Secur Technol, Seoul, South Korea

来源：

COMPUTER AND INFORMATION SCIENCES - ISCIS 2003 | 2003年 / 2869卷

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

ICMP traffic is ubiquitous to almost TCP/IP based network. As such, many network devices consider ICMP traffic to be benign and will allow it to pass through, unmolested. So, attackers can generate arbitrary information tunneling in the payload of ICMP packets. To detect a ICMP covert channel, we used SVM which has excellent performance in pattern classification problems. Our experiments showed that the proposed method could detect the ICMP covert channel from normal ICMP traffic using SVM.

引用

页码：828 / 835

页数：8

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