• DocumentCode
    1807456
  • Title

    Modelling of Pseudonymity under Probabilistic Linkability Attacks

  • Author

    Neubauer, Martin

  • Author_Institution
    Inst. of Commun. Networks & Comput. Eng. (IKR), Univ. Stuttgart, Stuttgart, Germany
  • Volume
    3
  • fYear
    2009
  • fDate
    29-31 Aug. 2009
  • Firstpage
    160
  • Lastpage
    167
  • Abstract
    This paper contributes to the field of measuring (un)linkability in communication systems; a subproblem of privacy protection. We propose an attacker state model for attacks on unlinkability of partial identities named linkability graph. It covers probabilistic linkability attacks based on heterogeneous and time-variant characteristics. From our model, we derive linkability measures and argue prospects for safeguard design. Our model reduces space and time complexity compared to other contributions in literature. This enables simulative privacy analysis of complex context-aware systems that employ multiple partial identities per user.
  • Keywords
    data privacy; graph theory; probability; ubiquitous computing; attacker state model; communication systems; context-aware systems; linkability graph; partial identities; privacy protection; probabilistic linkability attacks; pseudonymity; Analytical models; Communication networks; Computer networks; Context modeling; Data privacy; Data processing; Government; Protection; Surveillance; Transportation; partial identity; privacy; pseudonymity; unlinkability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Science and Engineering, 2009. CSE '09. International Conference on
  • Conference_Location
    Vancouver, BC
  • Print_ISBN
    978-1-4244-5334-4
  • Electronic_ISBN
    978-0-7695-3823-5
  • Type

    conf

  • DOI
    10.1109/CSE.2009.376
  • Filename
    5283415