• DocumentCode
    3647729
  • Title

    Distributed intrusion detection system using self organizing map

  • Author

    L. Vokorokos;A. Baláž;J. Trelová

  • Author_Institution
    Technical University of Koš
  • fYear
    2012
  • fDate
    6/1/2012 12:00:00 AM
  • Firstpage
    131
  • Lastpage
    134
  • Abstract
    The goal of the article of to present intrusion detections system and design a two layer architecture of distributed intrusion detection based on the neural network self-organizing map. First layer consists of detection sensors which provide basic processing of input data on behalf of statistical methods with a direct connection to countermeasure modules. Performance and accuracy of the modeling system is ensured by using central distributed processing, in which the detection of generalized description with self-organizing map is used, preventing the intrusion itself.
  • Keywords
    "Conferences","Artificial intelligence","Intrusion detection","Organizing"
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Engineering Systems (INES), 2012 IEEE 16th International Conference on
  • Print_ISBN
    978-1-4673-2694-0
  • Type

    conf

  • DOI
    10.1109/INES.2012.6249817
  • Filename
    6249817