• DocumentCode
    1699960
  • Title

    Application of fuzzy neural network in the trust-based access control model

  • Author

    Su, Rina ; Zhang, Yongping ; Fan, Jianbo ; Wang, Yu

  • Author_Institution
    Sch. of Electron. & Inf. Eng., Ningbo Univ. of Technol., Ningbo, China
  • fYear
    2010
  • Firstpage
    1273
  • Lastpage
    1276
  • Abstract
    This paper proposes a method of using fuzzy neural network into the security access control model based on the Trust-based access control model (TrustBAC). Under the circumstance of users´ confidence changing with the context information, in order to solve the problem of dynamic access control and authorization, this paper provides a new attempt by building a reasonable fuzzy neural network topology and fuzzy inference rules to assign the users to the roles. Simulation experiments show that the method is effective.
  • Keywords
    authorisation; fuzzy neural nets; inference mechanisms; TrustBAC; authorization; context information; dynamic access control; fuzzy inference rules; fuzzy neural network topology; security access control model; trust-based access control model; Access control; Adaptation model; Artificial neural networks; Context; Fuzzy control; Fuzzy neural networks; Training; access control; fuzzy neural network; membership function; trust;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2010 8th World Congress on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-1-4244-6712-9
  • Type

    conf

  • DOI
    10.1109/WCICA.2010.5554918
  • Filename
    5554918