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Case-based trust evaluation from provenance information

Citation

Bai, Q and Su, X and Liu, Q and Terhorst, A and Zhang, M and Mu, Y, Case-based trust evaluation from provenance information, Proceedings of the 10th IEEE Int. Conf. on Trust, Security and Privacy in Computing and Communications, TrustCom 2011, 16-18 November 2016, Changsha, China, pp. 336-343. ISBN 978-076954600-1 (2011) [Refereed Conference Paper]


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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.

Item Details

Item Type:Refereed Conference Paper
Keywords:case-based approach, open distributed systems, shared service, trust evaluation
Research Division:Information and Computing Sciences
Research Group:Computer Software
Research Field:Computer System Security
Objective Division:Information and Communication Services
Objective Group:Computer Software and Services
Objective Field:Computer Software and Services not elsewhere classified
Author:Liu, Q (Dr Qing Liu)
ID Code:118534
Year Published:2011
Deposited By:Computing and Information Systems
Deposited On:2017-07-13
Last Modified:2017-07-13
Downloads:0

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