• DocumentCode
    3086744
  • Title

    Time Based Intrusion Detection on Fast Attack for Network Intrusion Detection System

  • Author

    Faizal, M.A. ; Mohd, Zaki M ; Sahib, Shahrin ; Robiah, Y. ; Siti, Rahayu S ; Asrul, Hadi Y

  • Author_Institution
    Fac. of Inf. & Commun. Technol., Univerisiti Teknikal Malaysia Melaka, Durian Tunggal, Malaysia
  • fYear
    2010
  • fDate
    22-23 Sept. 2010
  • Firstpage
    148
  • Lastpage
    152
  • Abstract
    In recent years network attack are easily launch since the tools to execute the attack are freely available on the Internet. Even the script kiddies can initiate a sophisticated attack with just a basic knowledge on network and software technology. To overcome this matter, Intrusion Detection System (IDS) has been used as a vital instrument in defending the network from this malicious activity. With the ability to analyze network traffic and recognize incoming and on-going network attack, majority of network administrator has turn to IDS to help them in detecting anomalies in network traffic. The gathering of information and analysis on the anomalies activity can be classified into fast and slow attack. Since fast attack activity make a connection in few second and uses a large amount of packet, detecting this early connection provide the administrator one step ahead in deflecting further damages towards the network infrastructure. This paper describes IDS that detects fast attack intrusion using time based detection method. The time based detection method calculates the statistic of the frequency event which occurs between one second time intervals for each connection made to a host thus providing the crucial information in detecting fast attack.
  • Keywords
    Internet; computer network security; security of data; Internet; fast attack activity; frequency event statistics; malicious activity; network intrusion detection system; time based intrusion detection; Conferences; Feature extraction; Intrusion detection; Logistics; Predictive models; Protocols;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Network Applications Protocols and Services (NETAPPS), 2010 Second International Conference on
  • Conference_Location
    Kedah
  • Print_ISBN
    978-1-4244-8048-7
  • Electronic_ISBN
    978-0-7695-4177-8
  • Type

    conf

  • DOI
    10.1109/NETAPPS.2010.33
  • Filename
    5635816