• DocumentCode
    514353
  • Title

    A framework for tunneled traffic analysis

  • Author

    Yildirim, Taner ; Radcliffe, P.J.

  • Author_Institution
    Sch. of Electr. & Comput. Eng., RMIT Univ., Melbourne, VIC, Australia
  • Volume
    2
  • fYear
    2010
  • fDate
    7-10 Feb. 2010
  • Firstpage
    1029
  • Lastpage
    1034
  • Abstract
    Research in traffic classification is reaching into ever more difficult areas. Traditional techniques such as header and payload inspection are not providing sufficient information due to usage of non-standard ports and encryption. Promising alternative methods have been proposed based on the statistical behaviour of traffic flows. Although these methods can achieve quite high accuracies in non-encrypted traffic flows, traffic identification of encrypted traffic flows is still in its early stages. We argue that the results to date for encrypted traffic cannot help a network device such as a firewall make any useful decision, nor are there any indications that this may be achieved in the future. We propose a novel approach to cope with encrypted peer to peer network layer tunnels which are a particular problem in schools, universities, and larger corporate networks. First statistical techniques are used to identify the protocols present, a process that may take in the order of seconds. Next, based on the protocols discovered, and enterprise policies, a network device is advised to block, band-limit, or allow the whole tunnel, or a range of packet sizes within that tunnel. Preliminary research has concluded that VoIP traffic can be successfully handled by this approach and that advise to a network device can be practically useful. Work continues to apply these techniques to other protocols and mixes of protocols within a peer to peer tunnels.
  • Keywords
    Internet telephony; cryptography; peer-to-peer computing; protocols; statistical analysis; telecommunication traffic; VoIP traffic; encrypted peer to peer network layer tunnels; encrypted traffic flows; statistical techniques; traffic classification; tunneled traffic analysis; Cryptography; Inspection; Internet telephony; Machine learning algorithms; Payloads; Peer to peer computing; Protocols; Telecommunication traffic; Videoconference; Virtual private networks; Encrypted Traffic; IPSec; Traffic Classification; VPN; VoIP;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Communication Technology (ICACT), 2010 The 12th International Conference on
  • Conference_Location
    Phoenix Park
  • ISSN
    1738-9445
  • Print_ISBN
    978-1-4244-5427-3
  • Type

    conf

  • Filename
    5440217