• DocumentCode
    2294608
  • Title

    Security Evaluation Method Based on Host Resource Availability

  • Author

    Gao, Cuixia ; Li, Zhitang ; Song, Haigang

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Huazhong Univ. of Sci. & Technol., Wuhan, China
  • fYear
    2009
  • fDate
    4-6 June 2009
  • Firstpage
    499
  • Lastpage
    504
  • Abstract
    After analyzing malicious attacks against host that affect the host resource usage a method is presented to evaluate the security situation of host system based on host resource availability. A group of factors that can reflect the host resource availability features in a fixed time window are selected as the evaluation metrics. Based on the large samples, the information entropy gain method is applied to determine the importance of evaluation results for different metrics. Then by using analytic hierarchy process (AHP) method, the evaluation results are regarded as the normalized abnormality value to evaluate the host risk status. If the value of host risk status is larger than the threshold then an alert is triggered. Experiments show that this method can reasonably evaluate the host risk status caused by most of attacks.
  • Keywords
    decision making; decision theory; entropy; feature extraction; resource allocation; security of data; AHP method; alert triggering; analytic hierarchy process method; anomaly detection; feature selection; fixed time window; host resource availability; host resource usage; host risk status evaluation; host security evaluation system; information entropy gain method; intrusion detection; malicious attack; normalized abnormality value; Availability; Bandwidth; Computer science; Computer security; Data security; Information entropy; Information security; Intrusion detection; Multimedia systems; Risk analysis; anomaly detection; host resource usage; risk evaluation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Ubiquitous Engineering, 2009. MUE '09. Third International Conference on
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-0-7695-3658-3
  • Type

    conf

  • DOI
    10.1109/MUE.2009.88
  • Filename
    5318958