Traffic features fit for P2P discrimination

Takashi Matsuda, Fumitaka Nakamura, Yasushi Wakahara, Yoshiaki Tanaka

研究成果: Conference contribution

7 被引用数 (Scopus)

抄録

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.

本文言語English
ホスト出版物のタイトル6th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT 2005 - Proceedings
出版社IEEE Computer Society
ページ230-235
ページ数6
ISBN(印刷版)4885522161, 9784885522161
DOI
出版ステータスPublished - 2005 1 1
イベント6th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT 2005 - Yangon, Myanmar
継続期間: 2005 11 92005 11 10

出版物シリーズ

名前6th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT 2005 - Proceedings
2005

Conference

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

ASJC Scopus subject areas

  • Engineering(all)

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