Network Traffic Classification Using Correlation Information
暂无分享,去创建一个
Jun Zhang | Wanlei Zhou | Yu Wang | Yong Xiang | Yong Guan | Yang Xiang | Wanlei Zhou | Yang Wang | Y. Xiang | Jun Zhang | Yang Xiang | Yong Guan
[1] Marco Canini,et al. Experience with high-speed automated application-identification for network-management , 2009, ANCS '09.
[2] Isabelle Guyon,et al. An Introduction to Variable and Feature Selection , 2003, J. Mach. Learn. Res..
[3] Eli Shechtman,et al. In defense of Nearest-Neighbor based image classification , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.
[4] Maurizio Dusi,et al. Traffic classification through simple statistical fingerprinting , 2007, CCRV.
[5] Sebastian Zander,et al. Automated traffic classification and application identification using machine learning , 2005, The IEEE Conference on Local Computer Networks 30th Anniversary (LCN'05)l.
[6] Andrew W. Moore,et al. Internet traffic classification using bayesian analysis techniques , 2005, SIGMETRICS '05.
[7] Stefan Savage,et al. Unexpected means of protocol inference , 2006, IMC '06.
[8] Guillaume Urvoy-Keller,et al. Challenging statistical classification for operational usage: the ADSL case , 2009, IMC '09.
[9] Marco Mellia,et al. Mining Unclassified Traffic Using Automatic Clustering Techniques , 2011, TMA.
[10] Patrick Haffner,et al. ACAS: automated construction of application signatures , 2005, MineNet '05.
[11] Renata Teixeira,et al. Early Recognition of Encrypted Applications , 2007, PAM.
[12] Matthew Roughan,et al. Class-of-service mapping for QoS: a statistical signature-based approach to IP traffic classification , 2004, IMC '04.
[13] Yanghee Choi,et al. Internet traffic classification demystified: on the sources of the discriminative power , 2010, CoNEXT.
[14] Dario Rossi,et al. KISS: Stochastic Packet Inspection Classifier for UDP Traffic , 2010, IEEE/ACM Transactions on Networking.
[15] Keqiu Li,et al. Modeling and Analysis of Communication Networks in Multicluster Systems under Spatio-Temporal Bursty Traffic , 2012, IEEE Transactions on Parallel and Distributed Systems.
[16] Dario Rossi,et al. Accurate, Fine-Grained Classification of P2P-TV Applications by Simply Counting Packets , 2009, TMA.
[17] Jun Zhang,et al. Image retrieval based on bag of images , 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).
[18] Dario Rossi,et al. Revealing skype traffic: when randomness plays with you , 2007, SIGCOMM '07.
[19] Luca Salgarelli,et al. Optimizing statistical classifiers of network traffic , 2010, IWCMC.
[20] Andrew W. Moore,et al. Bayesian Neural Networks for Internet Traffic Classification , 2007, IEEE Transactions on Neural Networks.
[21] Yang Xiang,et al. An automatic application signature construction system for unknown traffic , 2010 .
[22] Sebastian Zander,et al. A preliminary performance comparison of five machine learning algorithms for practical IP traffic flow classification , 2006, CCRV.
[23] Anirban Mahanti,et al. Traffic classification using clustering algorithms , 2006, MineNet '06.
[24] Jun Zhang,et al. A novel semi-supervised approach for network traffic clustering , 2011, 2011 5th International Conference on Network and System Security.
[25] Grenville J. Armitage,et al. A survey of techniques for internet traffic classification using machine learning , 2008, IEEE Communications Surveys & Tutorials.
[26] Minyi Guo,et al. Flexible Deterministic Packet Marking: An IP Traceback System to Find the Real Source of Attacks , 2009, IEEE Transactions on Parallel and Distributed Systems.
[27] Michalis Faloutsos,et al. Internet traffic classification demystified: myths, caveats, and the best practices , 2008, CoNEXT '08.
[28] Carey L. Williamson,et al. Offline/realtime traffic classification using semi-supervised learning , 2007, Perform. Evaluation.
[29] Luca Salgarelli,et al. Support Vector Machines for TCP traffic classification , 2009, Comput. Networks.
[30] J. Erman,et al. QRP05-4: Internet Traffic Identification using Machine Learning , 2006, IEEE Globecom 2006.
[31] Renata Teixeira,et al. Traffic classification on the fly , 2006, CCRV.
[32] Carey L. Williamson,et al. Identifying and discriminating between web and peer-to-peer traffic in the network core , 2007, WWW '07.
[33] Jeffrey Erman,et al. Internet Traffic Identification using Machine Learning , 2006 .
[34] Anthony McGregor,et al. Flow Clustering Using Machine Learning Techniques , 2004, PAM.
[35] J. Wade Davis,et al. Statistical Pattern Recognition , 2003, Technometrics.
[36] Michalis Faloutsos,et al. BLINC: multilevel traffic classification in the dark , 2005, SIGCOMM '05.
[37] Jason Lee,et al. A first look at modern enterprise traffic , 2005, IMC '05.
[38] Grenville J. Armitage,et al. Training on multiple sub-flows to optimise the use of Machine Learning classifiers in real-world IP networks , 2006, Proceedings. 2006 31st IEEE Conference on Local Computer Networks.
[39] Mark A. Hall,et al. Correlation-based Feature Selection for Machine Learning , 2003 .