• DocumentCode
    2660787
  • Title

    Tunable privacy for access controlled data in peer-to-peer systems

  • Author

    Narendula, Rammohan ; Papaioannou, Thanasis G. ; Miklos, Zoltann ; Aberer, Karl

  • Author_Institution
    Sch. of Comput. & Commun. Sci., EPFL, Lausanne, Switzerland
  • fYear
    2010
  • fDate
    7-9 Sept. 2010
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    Peer-to-peer paradigm is increasingly employed for organizing distributed resources for various applications, e.g. content distribution, open storage grid etc. In open environments, even when proper access control mechanisms supervise the access to the resources, privacy issues may arise depending on the application. In this paper, we introduce, PANACEA, a system that offers high and tunable privacy based on an innovative resource indexing approach. In our case, privacy has two aspects: the deducibility of a resource´s existence/non-existence and the discovery of the provider of the resource. We systematically study the privacy that can be provided by the proposed system and compare its effectiveness as related to conventional P2P systems. Employing both probabilistic and information-theoretic approaches, we analytically derive that PANACEA can offer high privacy, while preserving high search efficiency for authorized users. Our analysis and the effectiveness of the approach have been experimentally verified. Moreover, the privacy offered by the proposed system can be tuned according to the specific application needs, which is illustrated with a detailed simulation study.
  • Keywords
    access control; data privacy; information theory; peer-to-peer computing; P2P systems; PANACEA; access controlled data; content distribution; information theory; innovative resource indexing; open environments; open storage grid; peer-to-peer systems; probabilistic theory; tunable privacy; Access control; Entropy; Indexes; Peer to peer computing; Privacy; Probabilistic logic; Publishing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Teletraffic Congress (ITC), 2010 22nd International
  • Conference_Location
    Amsterdam
  • Print_ISBN
    978-1-4244-8837-7
  • Electronic_ISBN
    978-1-4244-8835-3
  • Type

    conf

  • DOI
    10.1109/ITC.2010.5608723
  • Filename
    5608723