• DocumentCode
    3085678
  • Title

    A statistical traffic pattern discovery system for MANETs

  • Author

    Qin, Yang ; Huang, Dijiang

  • Author_Institution
    Arizona State Univ., Tempe, AZ, USA
  • fYear
    2009
  • fDate
    18-21 Oct. 2009
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    Anonymous MANET routing relies on techniques such as re-encryption on each hop to hide end-to-end communication relations. However, passive signal detectors and traffic analyzers can still retrieve sensitive information from PHY and MAC layers through statistical traffic analysis. In this paper, we propose a statistical traffic pattern discovery (STPD) system. STPD intends to find out the sources and destinations of captured packets and discover the end-to-end communication relations. The proposed approach does not require analyzers to be actively involved in MANET transmissions or to decrypt the traffic. We present theoretical models as well as extensive simulations to demonstrate our solutions.
  • Keywords
    access protocols; ad hoc networks; computer network security; cryptography; mobile computing; pattern recognition; statistical analysis; telecommunication network routing; telecommunication traffic; MAC layers; MANET transmissions; PHY layers; anonymous MANET routing; end-to-end communication relations; passive signal detectors; re-encryption; sensitive information retrieval; statistical traffic analysis; statistical traffic pattern discovery system; traffic analyzers; traffic decryption; Inference algorithms; Information analysis; Mobile ad hoc networks; Mobile communication; Physical layer; Protection; Protocols; Routing; Signal analysis; Traffic control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Military Communications Conference, 2009. MILCOM 2009. IEEE
  • Conference_Location
    Boston, MA
  • Print_ISBN
    978-1-4244-5238-5
  • Electronic_ISBN
    978-1-4244-5239-2
  • Type

    conf

  • DOI
    10.1109/MILCOM.2009.5379964
  • Filename
    5379964