• DocumentCode
    552471
  • Title

    A distributional attack scenario monitoring system based on dynamic peer-to-peer overlay hierarchy

  • Author

    Nie, Chu-Jiang ; Feng, Dong-Guo ; Han, Zheng-Qing ; Su, Pu-Rui

  • Author_Institution
    Chinese Inf. Security Key Lab., Chinese Acad. of Sci., Beijing, China
  • Volume
    1
  • fYear
    2011
  • fDate
    10-13 July 2011
  • Firstpage
    348
  • Lastpage
    355
  • Abstract
    Many attacks and suspicious actions cause a huge number of alerts raised by Intrusion Detection Systems (IDSs) on Internet. It is very hot to reveal attacks from these alerts. These alerts are high-quantity but low-quality because of many false alerts raised by IDS and non-relevant alerts caused by different attacks or suspicious actions. We find that various attacks usually adopt similar strategies on internet. So, in this paper, we construct a predefined attack scenario to illustrate the behaviors of attacks and detect attacks adopting known strategies on network. To distinguish different attacks dispersed on cyberspace, we implement a prototype on a novel P2P architecture, which can improve the efficiency of detecting attacks significantly. What is more, our prototype can monitor network in unlimited scale online and perform efficiently and accurately.
  • Keywords
    Internet; peer-to-peer computing; security of data; IDS; Internet; P2P architecture; cyberspace; distributional attack scenario monitoring system; dynamic peer-to-peer overlay hierarchy; intrusion detection systems; network monitoring; nonrelevant alerts; predefined attack scenario; suspicious actions; Computer architecture; IP networks; Internet; Machine learning; Monitoring; Prototypes; Security; Attack graph; Attack scenario; P2P;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
  • Conference_Location
    Guilin
  • ISSN
    2160-133X
  • Print_ISBN
    978-1-4577-0305-8
  • Type

    conf

  • DOI
    10.1109/ICMLC.2011.6016716
  • Filename
    6016716