• DocumentCode
    3297441
  • Title

    WAID: wavelet analysis intrusion detection

  • Author

    Garcia, Raymond C. ; Sadiku, Matthew N O ; Cannady, James D.

  • Author_Institution
    Sci. Atlanta, GA, USA
  • Volume
    3
  • fYear
    2002
  • fDate
    4-7 Aug. 2002
  • Abstract
    Current approaches to intrusion detection have been demonstrated to be relatively effective in identifying network attacks that occur sequentially from a single source. Those that are distributed over an extended period of time are particularly difficult for current intrusion detection approaches to detect. Numerous forms of network attacks can be temporally dispersed. Those that deny authorized users access to system resources can often be most effectively conducted by distributing them through time. Wavelet analysis intrusion detection (WAID) is achieved by treating state-realizable protocols as discrete waveforms. WAID is offered as a multidimensional analysis approach to detecting temporally-spaced network attacks. Several applications are discussed along with a theoretical basis.
  • Keywords
    signal processing; telecommunication networks; telecommunication security; wavelet transforms; WAID; discrete waveforms; multidimensional analysis approach; state-realizable protocols; temporally-spaced network attacks; wavelet analysis intrusion detection; Access protocols; Differential equations; Discrete wavelet transforms; Information science; Intrusion detection; Road transportation; Satellites; Signal analysis; Telecommunication traffic; Wavelet analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2002. MWSCAS-2002. The 2002 45th Midwest Symposium on
  • Print_ISBN
    0-7803-7523-8
  • Type

    conf

  • DOI
    10.1109/MWSCAS.2002.1187133
  • Filename
    1187133