• DocumentCode
    2567838
  • Title

    Design of Intrusion Detection System Based on Data Mining Algorithm

  • Author

    Song, Changxin ; Ma, Ke

  • Author_Institution
    Inst. of Comput. Inf. & Technol., Qinghai Normal Univ., Xining, China
  • fYear
    2009
  • fDate
    15-17 May 2009
  • Firstpage
    370
  • Lastpage
    373
  • Abstract
    Internet technology has developed rapidly and both software system and hardware equipment have improved greatly in recent years. However, Internet brings people not only convenience but also great potential threats. Facts show that potential safety hazards exist from the emergence of internet. As a kind of effective information security safeguard measure, intrusion detection makes up for the defects of traditional security protection techniques. As a kind of effective data analysis method, data mining is introduced into intrusion detection systems. This paper puts forward the idea of applying data mining technology to intrusion detection systems and then designs data preprocessing module, association analysis module and cluster module respectively.
  • Keywords
    Internet; data analysis; data mining; security of data; Internet technology; association analysis module; cluster module; data analysis method; data mining algorithm; data preprocessing module; hardware equipment; intrusion detection system; security protection techniques; software system; Algorithm design and analysis; Data mining; Data security; Hardware; Hazards; Information security; Internet; Intrusion detection; Safety; Software systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    2009 International Conference on Signal Processing Systems
  • Conference_Location
    Singapore
  • Print_ISBN
    978-0-7695-3654-5
  • Type

    conf

  • DOI
    10.1109/ICSPS.2009.202
  • Filename
    5166810