On-line Detection of Encrypted Traffic Generated by Mesh-Based Peer-to-Peer Live Streaming Applications: The Case of GoalBit
作者： Andre F. Esteves , Pedro R. M. In´cio , Manuela Pereira , M´rio M. Freire
DOI: 10.1109/NCA.2011.38
关键词:
摘要: The number and popularity of applications developed over the Peer-to-Peer (P2P) network paradigm has been growing last decade, some which are dedicated to streaming multimedia content. To deceive traffic shaping mechanisms or improve security communications, these generate encrypted resort several obfuscation techniques, making it difficult manage this kind at level. In work, we propose a method that explores transmission vulnerabilities allowing its detection. Hence, an experimental test bed was created capture diversity traffic, includes flows widely used P2P media application called Goal Bit. collected traces were then analysed, set rules for SNORT intrusion detection system, allows successful generated by accuracy system validated experimentally.
sci-hub.se 参考文章(20)
Alessandro Finamore, Marco Mellia, Michela Meo, Dario Rossi, KISS: Stochastic Packet Inspection traffic monitoring and analysis. pp. 117- 125 ,(2009) , 10.1007/978-3-642-01645-5_14
Paola Bermolen, Marco Mellia, Michela Meo, Dario Rossi, Silvio Valenti, Abacus: Accurate behavioral classification of P2P-TV traffic Computer Networks. ,vol. 55, pp. 1394- 1411 ,(2011) , 10.1016/J.COMNET.2010.12.004
Alice Este, Francesco Gringoli, Luca Salgarelli, Support Vector Machines for TCP traffic classification Computer Networks. ,vol. 53, pp. 2476- 2490 ,(2009) , 10.1016/J.COMNET.2009.05.003
N. Cascarano, F. Risso, A. Este, F. Gringoli, L. Salgarelli, A. Finamore, M. Mellia, Comparing P2PTV Traffic Classifiers 2010 IEEE International Conference on Communications. pp. 1- 6 ,(2010) , 10.1109/ICC.2010.5501744
Giuseppe Aceto, Alberto Dainotti, Walter de Donato, Antonio Pescape, PortLoad: Taking the Best of Two Worlds in Traffic Classification conference on computer communications workshops. pp. 1- 5 ,(2010) , 10.1109/INFCOMW.2010.5466645
Andrew W. Moore, Denis Zuev, Internet traffic classification using bayesian analysis techniques measurement and modeling of computer systems. ,vol. 33, pp. 50- 60 ,(2005) , 10.1145/1064212.1064220
Francesco Palmieri, Ugo Fiore, A nonlinear, recurrence-based approach to traffic classification Computer Networks. ,vol. 53, pp. 761- 773 ,(2009) , 10.1016/J.COMNET.2008.12.015
Jeffrey Erman, Anirban Mahanti, Martin Arlitt, Ira Cohen, Carey Williamson, Offline/realtime traffic classification using semi-supervised learning Performance Evaluation. ,vol. 64, pp. 1194- 1213 ,(2007) , 10.1016/J.PEVA.2007.06.014
Neal Leavitt, Network-Usage Changes Push Internet Traffic to the Edge IEEE Computer. ,vol. 43, pp. 13- 15 ,(2010) , 10.1109/MC.2010.293
Marios Iliofotou, Hyun-chul Kim, Michalis Faloutsos, Michael Mitzenmacher, Prashanth Pappu, George Varghese, Graph-Based P2P Traffic Classification at the Internet Backbone IEEE INFOCOM Workshops 2009. pp. 37- 42 ,(2009) , 10.1109/INFCOMW.2009.5072151