Traffic features fit for P2P discrimination

被引：6

作者：

Matsuda, Takashi ^{[1
]}

Nakamura, Fumitaka ^{[1
]}

Wakahara, Yasushi ^{[1
]}

Tanaka, Yoshiaki ^{[1
]}

机构：

[1] Waseda Univ, Global Informat & Telecommun Inst, Shinjuku Ku, Tokyo 1690051, Japan

来源：

APSITT 2005: 6th Asia-Pacific Symposium on Information and Telecommunication Technologies, Proceedings | 2005年

关键词：

P2P; file sharing; TCP session; traffic; Winny;

D O I：

10.1109/APSITT.2005.203662

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

With the rapid development of the Internet, the P2P (Peer-to-Peer) technology which is characterized by no utilization of any servers with centralized functions has kept advancing apace. However, the wide use of the P2P application has lead to the illegal file sharing in addition to the rapid growth of network traffic. Thus, it has become an urgent requirement to discriminate the users of P2P file sharing application from other users. This paper proposes some features including 11 new connection rate" of P2P application traffic to achieve its discrimination. SVM (Support-Vector-Machine) is applied to the discrimination based on these features in order to automate the processing of the discrimination, and its accuracy is demonstrated as a result of some experiments.

引用

页码：230 / 235

页数：6