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ICWS
2009
IEEE

Service-Oriented Architecture for Privacy-Preserving Data Mashup

9 years 5 months ago
Service-Oriented Architecture for Privacy-Preserving Data Mashup
Mashup is a web technology that combines information from more than one source into a single web application. This technique provides a new platform for different data providers to flexibly integrate their expertise and deliver highly customizable services to their customers. Nonetheless, combining data from different sources could potentially reveal person-specific sensitive information. In this paper, we study and resolve a real-life privacy problem in a data mashup application for the financial industry in Sweden. Therefore we propose a service-oriented architecture for privacy-preserving data mashup together with a multiparty protocol to securely integrate private data from different data providers, whereas the integrated data still retains the essential information for supporting general data exploration or a specific data mining task, such as classification analysis. Experiments on real-life data suggest that our proposed method is effective for simultaneously preserving bo...
Thomas Trojer, Benjamin C. M. Fung, Patrick C. K.
Added 08 Mar 2010
Updated 08 Mar 2010
Type Conference
Year 2009
Where ICWS
Authors Thomas Trojer, Benjamin C. M. Fung, Patrick C. K. Hung
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