DocumentCode :
2533436
Title :
An Omnibus Identification of BitTorrent Traffic in a Stub Network
Author :
Yang, Zhe ; Li, Lingzhi ; Ji, Qijin ; Zhu, Yanqin
Author_Institution :
Sch. of Comput. Sci. & Technol., Soochow Univ., Suzhou, China
fYear :
2010
fDate :
18-20 Dec. 2010
Firstpage :
346
Lastpage :
353
Abstract :
Accurate, real time identification of P2P traffic is especially important for network management, because they seriously affect QoS of normal network services. In this paper, we propose an omnibus approach to identify Bit Torrent (BT) traffic in real time. We apply application signatures to identify unencrypted traffic. And for those encrypted BT traffic, we propose a message stream model according to the handshakes of the message stream encryption (MSE) protocol which is used by BT to obfuscate the traffic. At last, we propose a pre-identification method based on BT signaling analysis. It can predict BT flows and distinguish them at the first packet of each TCP flow with SYN flag only. And we use modified Vuze clients to generate and label BT traffic in real traffic traces, which help us to evaluate our omnibus approach with high accuracy. The results indicate that our approach can identify BT traffic at the very beginning of or even before the TCP flow.
Keywords :
Internet; cryptographic protocols; digital signatures; peer-to-peer computing; quality of service; telecommunication traffic; BT signaling analysis; P2P traffic; QoS; SYNflag; TCP flow; Vuze client; application signature; bittorrent traffic; internet traffic; message stream encryption protocol; network service; omnibus identification; preidentification method; real time identification; stub network; unencrypted traffic; Accuracy; Classification algorithms; Cryptography; Payloads; Peer to peer computing; Protocols; Real time systems; omnibus approach; peer-to-peer; pre-identification; traffic identification;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Parallel Architectures, Algorithms and Programming (PAAP), 2010 Third International Symposium on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-9482-8
Type :
conf
DOI :
10.1109/PAAP.2010.47
Filename :
5715106
Link To Document :
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