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Case-based trust evaluation from provenance information

Conference Paper


Abstract


  • Trust is a crucial aspect for open distributed

    systems. Especially as users may rely on the shared services

    to make important decisions, it is essential to let them know

    services’ trustworthiness. Provenance describes the origins

    and processes that are related to the generation of services.

    It can greatly enhance transparency and accountability of

    shared services. In this paper, we focus on how to derive

    trust information from huge amount of provenance data, and

    proposed a case-based approach which can estimate services’

    trustworthiness from provenance. This approach can greatly

    utilise the value of provenance, and provide more objective

    and reasonable trust estimation to users.

UOW Authors


  •   Bai, Quan (external author)
  •   Su, Xing (external author)
  •   Liu, Qing (external author)
  •   Terhorst, Andrew (external author)
  •   Zhang, Minjie
  •   Mu, Yi (external author)

Publication Date


  • 2011

Citation


  • Bai, Q., Su, X., Liu, Q., Terhorst, A., Zhang, M. & Mu, Y. (2011). Case-based trust evaluation from provenance information. 2011 IEEE 10th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) (pp. 336-343). US: IEEE.

Scopus Eid


  • 2-s2.0-84862971580

Ro Metadata Url


  • http://ro.uow.edu.au/infopapers/1700

Start Page


  • 336

End Page


  • 343

Abstract


  • Trust is a crucial aspect for open distributed

    systems. Especially as users may rely on the shared services

    to make important decisions, it is essential to let them know

    services’ trustworthiness. Provenance describes the origins

    and processes that are related to the generation of services.

    It can greatly enhance transparency and accountability of

    shared services. In this paper, we focus on how to derive

    trust information from huge amount of provenance data, and

    proposed a case-based approach which can estimate services’

    trustworthiness from provenance. This approach can greatly

    utilise the value of provenance, and provide more objective

    and reasonable trust estimation to users.

UOW Authors


  •   Bai, Quan (external author)
  •   Su, Xing (external author)
  •   Liu, Qing (external author)
  •   Terhorst, Andrew (external author)
  •   Zhang, Minjie
  •   Mu, Yi (external author)

Publication Date


  • 2011

Citation


  • Bai, Q., Su, X., Liu, Q., Terhorst, A., Zhang, M. & Mu, Y. (2011). Case-based trust evaluation from provenance information. 2011 IEEE 10th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) (pp. 336-343). US: IEEE.

Scopus Eid


  • 2-s2.0-84862971580

Ro Metadata Url


  • http://ro.uow.edu.au/infopapers/1700

Start Page


  • 336

End Page


  • 343