Traffic features fit for P2P discrimination

Takashi Matsuda, Fumitaka Nakamura, Yasushi Wakahara, Yoshiaki Tanaka

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Abstract

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 "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.

Original languageEnglish
Title of host publication6th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT 2005 - Proceedings
Pages230-235
Number of pages6
Publication statusPublished - 2005 Dec 1
Event6th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT 2005 - Yangon, Myanmar
Duration: 2005 Nov 92005 Nov 10

Publication series

Name6th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT 2005 - Proceedings
Volume2005

Conference

Conference6th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT 2005
CountryMyanmar
CityYangon
Period05/11/905/11/10

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Keywords

  • File sharing
  • P2P
  • TCP session
  • Traffic
  • Winny

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Matsuda, T., Nakamura, F., Wakahara, Y., & Tanaka, Y. (2005). Traffic features fit for P2P discrimination. In 6th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT 2005 - Proceedings (pp. 230-235). [1593469] (6th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT 2005 - Proceedings; Vol. 2005).