• DocumentCode
    1775304
  • Title

    Entropy methods for DDoS attacks detection in telecommunication systems

  • Author

    Popovskyy, Vladimir ; Skibin, Vladislav

  • Author_Institution
    Telecommun. Syst. Dept., Kharkiv Nat. Univ. of Radoielectronics, Kharkiv, Ukraine
  • fYear
    2014
  • fDate
    14-17 Oct. 2014
  • Firstpage
    182
  • Lastpage
    185
  • Abstract
    The given article is devoted to the protection of telecommunications networks from DDoS-attacks. The goal is the synthesis of DDoS-attacks detection method which is not related to the attacks parameters and parameters of network and transport layers. A universal sign of attack emergence can be appearance of information measure anomaly of both total traffic and its certain characteristics. On the basis of this hypothesis a method for the detection of DDoS-attacks based on entropy of network traffic is developed in the article. It is reasonable to base the solution for information anomaly detection on recursive procedures of estimation of current entropy state. The entropy itself must be formed on the basis of sample in the assigned window. The use of this method is demonstrated on the example of abrupt and smooth emergence of attack.
  • Keywords
    computer network security; DDoS attacks detection method; entropy methods; information anomaly detection; network layers; network traffic; telecommunication systems; telecommunications networks; transport layers; Computer crime; Entropy; Estimation; Interference; Monitoring; Stability analysis; Telecommunications; DDoS-attack; entropy; network elements; telecommunication system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Infocommunications Science and Technology, 2014 First International Scientific-Practical Conference Problems of
  • Conference_Location
    Kharkov
  • Print_ISBN
    978-1-4799-7342-2
  • Type

    conf

  • DOI
    10.1109/INFOCOMMST.2014.6992345
  • Filename
    6992345