Semi-supervised network traffic classification

Performance Evaluation Review

Volumn 35, Issue 1, 2007, Pages 369-370

  Erman, Jeffrey ^a   Mahanti, Anirban ^b   Arlitt, Martin ^a,c   Cohen, Ira ^c   Williamson, Carey ^a  

^a UNIVERSITY OF CALGARY   (Canada)

^b INDIAN INSTITUTE OF TECHNOLOGY DELHI   (India)

^c HEWLETT PACKARD LABORATORIES   (United Kingdom)

Author keywords

Semi supervised learning; Traffic classification

Indexed keywords

EID: 36348978625     PISSN: 01635999     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1269899.1254934     Document Type: Conference Paper

References (6)

1. O. Chapelle, B. Schölkopf, and A. Zien, editors. Semi-Supervised Learning. MIT Press, Cambridge, MA, 2006.
2. R. Duda, P. Hart, and D. Stork. Pattern Classification. Wiley, second edition, 2001.
3. J. Erman, M. Arlitt, and A. Mahanti. Traffic Classification using Clustering Algorithms. In SIGCOMM'06 MineNet Workshop, Pisa, Italy, September 2006.
4. J. Erman, A. Mahanti, M. Arlitt, I. Cohen, and C. Williamson. Offline/Online Traffic Classification Using Semi-Supervised Learning. Technical report, University of Calgary, 2007.
5. J. Erman, A. Mahanti, M. Arlitt, and C. Williamson. Identifying and Discriminating Between Web and Peer-to-Peer traffic in the Network Core. In WWW'07, Banff, Canada, May 2007.
6. V. Paxson. Bro: A System for Detecting Network Intruders in Real-Time. Comput. Networks, 31(23-24):2435-2463, 1999.