• DocumentCode
    2243882
  • Title

    A trust evaluation method for dynamic distributed environment

  • Author

    Ma, Li ; Zhang, Yong-mei ; Wei, Qi

  • Author_Institution
    Dept. of Comput. Sci. & Technol., North China Univ. of Technol., Beijing, China
  • Volume
    4
  • fYear
    2010
  • fDate
    11-14 July 2010
  • Firstpage
    1935
  • Lastpage
    1940
  • Abstract
    In the distributed environment, the involved entities have the feature of dynamic changeable, these changes result in security problems in the entity´s reliable operation and the fair use of resources. To solve the security problems in dynamic distributed environment, in this paper, we propose a model of evaluating the trust degree of the dynamic entity according to distributed environment´s dynamic characteristic. Based on several critical concepts in trust mechanism, quantification is processed by using direct trust degree, indirect trust degree, trust weight, trust attenuation and so on, then a synthesize trust degree evaluating model (STDEM) is given and the evaluation parameters of each kind of trust degree are quantified, thus a scheme for evaluating the nodes´ creditability in the distributed system is provided in this paper. We analyze the parameters used in STDEM model through the simulations, and the effectiveness of model is validated by being applied to a specific distributed data system.
  • Keywords
    distributed processing; security of data; STDEM model; distributed data system; dynamic distributed environment; quantification processing; security problems; synthesize trust degree evaluating model; Attenuation; Authentication; Context; Data models; Equations; Mathematical model; Distributed system; Trust; Trust degree; Trust evaluation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-1-4244-6526-2
  • Type

    conf

  • DOI
    10.1109/ICMLC.2010.5580524
  • Filename
    5580524