Behavior Based Signature Extraction Method for Internet Application Traffic Identification
作者： Sung-Ho Yoon , Myung-Sup Kim
DOI: 10.7840/KICS.2013.38B.5.368
关键词:
摘要: The importance of application traffic identification is emphasized for the efficient network management with recent rapid development internet. In this paper, we present method using behavior based signature to improve previous limitations. made by combining existing various features, and uses Inter-Flow unit that combination first request packet each flow. All signatures have 100% precision when measured accuracy 5 applications at home abroad prove feasibility proposed signature.
koreascience.or.kr参考文章(10)
Jun-Sang Park, Sung-Ho Yoon, Myung-Sup Kim, None, Software architecture for a lightweight payload signature-based traffic classification system traffic monitoring and analysis. pp. 136- 149 ,(2011) , 10.1007/978-3-642-20305-3_12
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
Sung-Ho Yoon, Myung-Sup Kim, A Study of Performance Improvement of Internet Application Traffic Identification using Flow Correlation The Journal of Korean Institute of Communications and Information Sciences. ,vol. 36, pp. 600- 607 ,(2011) , 10.7840/KICS.2011.36B.6.600
Byung-Chul Park, Young J. Won, Myung-Sup Kim, James W. Hong, Towards automated application signature generation for traffic identification network operations and management symposium. pp. 160- 167 ,(2008) , 10.1109/NOMS.2008.4575130
Arthur Callado, Carlos Kamienski, Geza Szabo, Balazs Peter Gero, Judith Kelner, Stenio Fernandes, Djamel Sadok, A Survey on Internet Traffic Identification IEEE Communications Surveys and Tutorials. ,vol. 11, pp. 37- 52 ,(2009) , 10.1109/SURV.2009.090304
Thomas Karagiannis, Konstantina Papagiannaki, Michalis Faloutsos, BLINC: multilevel traffic classification in the dark acm special interest group on data communication. ,vol. 35, pp. 229- 240 ,(2005) , 10.1145/1080091.1080119
Kuai Xu, Zhi-Li Zhang, Supratik Bhattacharyya, Profiling internet backbone traffic: behavior models and applications acm special interest group on data communication. ,vol. 35, pp. 169- 180 ,(2005) , 10.1145/1080091.1080112
F. Risso, M. Baldi, O. Morandi, A. Baldini, P. Monclus, Lightweight, Payload-Based Traffic Classification: An Experimental Evaluation international conference on communications. pp. 5869- 5875 ,(2008) , 10.1109/ICC.2008.1097
S. Sen, J. Wang, Analyzing peer-to-peer traffic across large networks IEEE ACM Transactions on Networking. ,vol. 12, pp. 219- 232 ,(2004) , 10.1109/TNET.2004.826277
Jian Zhang, Andrew Moore, Traffic Trace Artifacts due to Monitoring Via Port Mirroring 2007 Workshop on End-to-End Monitoring Techniques and Services. pp. 1- 8 ,(2007) , 10.1109/E2EMON.2007.375317