An investigation on the identification of voip traffic: Case study on Gtalk and Skype

Proceedings of the 2010 International Conference on Network and Service Management, CNSM 2010

Volumn , Issue , 2010, Pages 310-313

  Alshammari, Riyad ^a   Zincir Heywood, A Nur ^a  

^a DALHOUSIE UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ADABOOST; APPLICATION DOMAINS; DATA SETS; ENCRYPTED TRAFFIC; FLOW BASED; IP ADDRESSS; MACHINE-LEARNING; ON THE FLIES; PAYLOAD INFORMATION; PROBLEM DOMAIN; TRAINING CONDITIONS;

ADAPTIVE BOOSTING; CRYPTOGRAPHY; GENETIC PROGRAMMING; INTERNET TELEPHONY; LEARNING SYSTEMS;

NETWORK MANAGEMENT;

EID: 79951666738     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CNSM.2010.5691210     Document Type: Conference Paper

References (22)

1. Skype, http://www.skype.com/useskype/.
2. "Google talk (gtalk)," last accessed October, 2009, http://www.google.com/talk/.
3. "Msn messenger," last accessed October, 2009, http://webmessenger.msn.com/.
4. "Yahoo messenger," last accessed October, 2009, http://messenger.yahoo.com/.
5. "Skype reaches 10 million concurrent users," last accessed May, 2010, http://seekingalpha.com/article/50328-ebay-watch-59-earnings-growth- skype-reaches-10-million-concurrent-users.
6. S. A. Baset and H. G. Schulzrinne, "An analysis of the skype peer-to-peer internet telephony protocol," in INFOCOM 2006. 25th IEEE International Conference on Computer Communications. Proceedings, April 2006, pp. 1-11.
7. D. K. Suh, D. R. Figueiredo, J. Kurose, and D. Towsley, "Characterizing and detecting relayed traffic: A case study using skype," in INFOCOM 06: Proceedings of the 25th IEEE International Conference on Computer Communications, Apr 2006.
8. D. Bonfiglio, M. Mellia, M. Meo, D. Rossi, and R Tofanelli, "Revealing skype traffic: when randomness plays with you," SIGCOMM Comput. Commun. Rev., vol. 37, no. 4, pp. 37-48, 2007. (Pubitemid 350239771)
9. R. Alshammari and A. N. Zincir-Heywood, "Machine learning based encrypted traffic classification: Identifying ssh and skype," in Computational Intelligence for Security and Defense Applications, 2009. CISDA 2009. IEEE Symposium on, July 2009, pp. 1-8.
10. T. Nguyen and G. Armitage, "A survey of techniques for internet traffic classification using machine learning," Communications Surveys Tutorials, IEEE, vol. 10, no. 4, pp. 56-76, fourth 2008.
11. E. Alpaydin, Introduction to Machine Learning. MIT Press, 2004.
12. R Lichodzijewski and M. I. Heywood, "Managing team-based problem solving with Symbiotic Bid-based Genetic Programming," in Proceedings of the Genetic and Evolutionary Computation Conference, 2008, pp. 363-370.
13. Wireshark, Last accessed Sep, 2008, http://www.wireshark.org/.
14. "Net peeker," last accessed October, 2009, http://www.net- peeker.com.
15. "Signalogic, speech codec wav samples," last accessed October, 2009, http://www.signalogic.com/index.pl?page=codec-samples.
16. "Gtalk data set," last accessed March, 2010, http://www.cs.dal.ca/~riyad/.
17. "The zfone project," last accessed October, 2009, http://zfoneproject.com/getstarted.htm.
18. "Primus softphone client," last accessed October, 2009, http://www.primus.ca/en/residential/talkbroadband/talkBroadband-softphone.htm.
19. J. Rosenberg and H. Schulzrinne, "Sip: Session initiation protocol," June 2002, http://www.ietf.org/rfc/rfc3263.txt.
20. PacketShaper, last accessed March, 2008, http://www.packeteer.com/ products/packetshaper/.
21. NetMate, http://www.ip-measurement.org/tools/netmate/.
22. "WEKA software," http://www.cs.waikato.ac.nz/ml/weka/.