• DocumentCode
    3307875
  • Title

    Towards steganography detection through network traffic visualisation

  • Author

    Mazurczyk, Wojciech ; Szczypiorski, Krzysztof ; Jankowski, B.

  • Author_Institution
    Inst. of Telecommun., Warsaw Univ. of Technol., Warsaw, Poland
  • fYear
    2012
  • fDate
    3-5 Oct. 2012
  • Firstpage
    947
  • Lastpage
    954
  • Abstract
    The paper presents initial step toward new network anomaly detection method that is based on traffic visualisation. The key design principle of the proposed approach is the lack of direct, linear time dependencies for the created network traffic visualisations. The method´s feasibility is demonstrated in network steganography environment by presenting steg-tomography methodology and developing the dedicated visualisation tool. To authors´ best knowledge this is the first utilization of network traffic visualisations for steganalysis purposes.
  • Keywords
    data visualisation; steganography; telecommunication computing; telecommunication security; telecommunication traffic; linear time dependencies; network anomaly detection method; network steganography environment; network traffic visualisation; steg-tomography methodology; steganalysis; steganography detection; visualisation tool; Data visualization; IP networks; Payloads; Protocols; Security; Telecommunication traffic; steganalysis; steganography detection; traffic visualisation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2012 4th International Congress on
  • Conference_Location
    St. Petersburg
  • ISSN
    2157-0221
  • Print_ISBN
    978-1-4673-2016-0
  • Type

    conf

  • DOI
    10.1109/ICUMT.2012.6459796
  • Filename
    6459796