• DocumentCode
    1979202
  • Title

    An open hardware implementation of CUSUM based network anomaly detection

  • Author

    Antichi, Gianni ; Callegari, Christian ; Giordano, Stefano

  • Author_Institution
    Dept. of Inf. Eng., Univ. of Pisa, Pisa, Italy
  • fYear
    2012
  • fDate
    3-7 Dec. 2012
  • Firstpage
    2760
  • Lastpage
    2765
  • Abstract
    The detection of anomalies in backbone networks is posing serious performance issues, not only in terms of accuracy, but also in terms of detection speed. Indeed current software solutions to the problem, even promising from the point of view of detection and false alarm rates, suffer from the inability of performing the required operations in real time, when working in high speed backbone networks. On the other hand, hardware solutions are based on costly and inflexible niche systems.
  • Keywords
    Internet; computer network security; field programmable gate arrays; CUSUM based network anomaly detection; Internet; NetFPGA; detection speed; false alarm rate; hardware solution; high speed backbone network; open hardware implementation; software solution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Global Communications Conference (GLOBECOM), 2012 IEEE
  • Conference_Location
    Anaheim, CA
  • ISSN
    1930-529X
  • Print_ISBN
    978-1-4673-0920-2
  • Electronic_ISBN
    1930-529X
  • Type

    conf

  • DOI
    10.1109/GLOCOM.2012.6503534
  • Filename
    6503534