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» Privacy-preserving data publishing
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129
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DAWAK
2007
Springer
15 years 9 months ago
Computing Join Aggregates over Private Tables
We propose a privacy-preserving protocol for computing aggregation queries over the join of private tables. In this problem, several parties wish to share aggregated information ov...
Rong She, Ke Wang, Ada Wai-Chee Fu, Yabo Xu
148
Voted
KDD
2008
ACM
134views Data Mining» more  KDD 2008»
16 years 4 months ago
Privacy-preserving cox regression for survival analysis
Privacy-preserving data mining (PPDM) is an emergent research area that addresses the incorporation of privacy preserving concerns to data mining techniques. In this paper we prop...
Shipeng Yu, Glenn Fung, Rómer Rosales, Srir...
141
Voted
HICSS
2012
IEEE
322views Biometrics» more  HICSS 2012»
13 years 11 months ago
Exploring the Motive for Data Publication in Open Data Initiative: Linking Intention to Action
This research study was designed to broaden understanding of the publishing of research datasets by distinguishing between the intention to share and the action of sharing. The da...
Djoko Sigit Sayogo, Theresa A. Pardo
104
Voted
SDM
2009
SIAM
149views Data Mining» more  SDM 2009»
16 years 22 days ago
Speeding Up Secure Computations via Embedded Caching.
Most existing work on Privacy-Preserving Data Mining (PPDM) focus on enabling conventional data mining algorithms with the ability to run in a secure manner in a multi-party setti...
K. Zhai, W. K. Ng, A. R. Herianto, S. Han
150
Voted
SEMWEB
2012
Springer
13 years 11 months ago
How to deal with massively heterogeneous cultural heritage data - lessons learned in CultureSampo
Abstract. This paper presents the CultureSampo system from the viewpoint of publishing heterogeneous linked data as a service. Discussed are the problems of converting legacy data ...
Eetu Mäkelä, Eero Hyvönen, Tuukka R...