• DocumentCode
    653828
  • Title

    Discovering emergent norms in security logs

  • Author

    Pieczul, Olgierd ; Foley, Simon N.

  • Author_Institution
    IBM Software Group, Ireland Lab., Dublin, Ireland
  • fYear
    2013
  • fDate
    14-16 Oct. 2013
  • Firstpage
    438
  • Lastpage
    445
  • Abstract
    A model is presented that characterizes security logs as a collection of norms that reflect patterns of emergent behavior. An analysis technique for detecting behavioral norms based on these logs is described and evaluated. The application of behavioral norms is considered, including its use in system security evaluation and anomaly detection.
  • Keywords
    behavioural sciences; security of data; anomaly detection; behavioral norms; emergent norms; reflect patterns; security logs; system security evaluation; Approximation methods; Authentication; Automation; Computational modeling; Educational institutions; Kernel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications and Network Security (CNS), 2013 IEEE Conference on
  • Conference_Location
    National Harbor, MD
  • Type

    conf

  • DOI
    10.1109/CNS.2013.6682758
  • Filename
    6682758
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=653828