• DocumentCode
    3209374
  • Title

    A Heuristic Detection Network; An Adaptive DDoS Control

  • Author

    Liu, Lei

  • Author_Institution
    Member, IEEE, 3738 Evangelho Cir, San Jose, CA 95148, USA. ttoulliu2002@gmail.com
  • fYear
    2006
  • fDate
    Oct. 15 2006-Dec. 18 2006
  • Firstpage
    90
  • Lastpage
    97
  • Abstract
    Distributed denial of service(DDoS) is a crucial problem of a dynamic and stochastic task environment. Most existing DDoS studies are designated for fixed infrastructure networks. In addition, conventional P2P system studies are content centric. In practice, majority of the solutions have adopted centralized defensive design and implementation strategies. In this research, a means of adaptation to a DDoS detection and control is proposed as the key entity of this study. A generic event driven model is proposed to analyze and design attack path discovery adaptive flood control algorithms without transport layer dependencies. This research also proposed a Q function based learning detection. Furthermore, a scalable DDoS detection network is advocated. An implementation of a proof of concept and a simulation testbed are deliberated.
  • Keywords
    peer-to-peer computing; stochastic processes; P2P system; adaptive DDoS control; centralized defensive design; distributed denial of service; generic event driven model; heuristic detection network; path discovery adaptive flood control algorithms; transport layer dependencies; Adaptive control; Adaptive systems; Algorithm design and analysis; Computer crime; Intrusion detection; Mobile communication; Peer to peer computing; Pervasive computing; Programmable control; Stochastic processes; Add Hoc Peer-to-Peer Networks; Attack Tree; Distributed Denial of Service; Flood Control; Instrusion Dectecion; Q function and Learning; Security;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Sensing and Information Processing, 2006. ICISIP 2006. Fourth International Conference on
  • Conference_Location
    Bangalore
  • Print_ISBN
    1-4244-0612-9
  • Electronic_ISBN
    1-4244-0612-9
  • Type

    conf

  • DOI
    10.1109/ICISIP.2006.4286068
  • Filename
    4286068