• DocumentCode
    1708064
  • Title

    Anomaly detection based on performance data

  • Author

    Gokhale, Swapna S. ; Lu, Jijun

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Connecticut Univ., Storrs, CT, USA
  • fYear
    2005
  • Firstpage
    444
  • Lastpage
    445
  • Abstract
    In this research, we demonstrate the feasibility of using application performance data for the purpose of anomaly detection. Specifically, we use the signaling performance of a voice-over-IP (VoIP) infrastructure for the purpose of illustration. We also develop an approach to use the χ2 test statistic for anomaly detection based on application performance data.
  • Keywords
    Internet telephony; security of data; telecommunication security; telecommunication traffic; VoIP infrastructure; anomaly detection; performance data; signaling performance; voice-over-IP; Application software; Computer science; Data mining; Databases; File servers; Intrusion detection; Scattering; Software libraries; Telecommunication traffic; Web server;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Assurance Workshop, 2005. IAW '05. Proceedings from the Sixth Annual IEEE SMC
  • Print_ISBN
    0-7803-9290-6
  • Type

    conf

  • DOI
    10.1109/IAW.2005.1495993
  • Filename
    1495993
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1708064