Title :
E-Commerce trust management system reliability
Author :
Soon Keow Chong ; Abawajy, Jemal
Author_Institution :
Sch. of Inf. Technol., Deakin Univ., Geelong, VIC, Australia
Abstract :
Various solutions have been proposed in managing trust relationship between trading partners in eCommerce environment. Determine the reliability of trust management systems in eCommerce is most difficult issue due to highly dynamic nature of eCommerce environments. As trust management systems depend on the feedback ratings provided by the trading partners, they are fallible to strategic manipulation of the feedback ratings attacks. This paper addressed the challenges of trust management systems. The requirements of a reliable trust management are also discussed. In particular, we introduce an adaptive credibility model that distinguishes between credible feedback ratings and malicious feedback ratings by considering transaction size, frequency of ratings and majority vote to form a feedback ratings verification metric. The approach has been validated by simulation result.
Keywords :
electronic commerce; transaction processing; trusted computing; adaptive credibility model; credible feedback ratings; eCommerce trust management system reliability; feedback rating verification metric; malicious feedback ratings; strategic feedback rating attack manipulation; trading partners; transaction size; E-Commerce; Feedback; Reputation; Trust Management; Unfair Rating;
Conference_Titel :
Information Science and Service Science and Data Mining (ISSDM), 2012 6th International Conference on New Trends in
Conference_Location :
Taipei
Print_ISBN :
978-1-4673-0876-2