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ERSHOV
2009
Springer
14 years 2 months ago
Privacy Preserving Modules for Ontologies
Abstract. Data privacy is an important application of ontology modularization. The aim is to publish one module while keeping the information of another module private. We show how...
Thomas Studer
AUSDM
2007
Springer
165views Data Mining» more  AUSDM 2007»
13 years 11 months ago
A New Efficient Privacy-Preserving Scalar Product Protocol
Recently, privacy issues have become important in data analysis, especially when data is horizontally partitioned over several parties. In data mining, the data is typically repre...
Artak Amirbekyan, Vladimir Estivill-Castro
VLDB
2004
ACM
134views Database» more  VLDB 2004»
14 years 25 days ago
A Privacy-Preserving Index for Range Queries
Database outsourcing is an emerging data management paradigm which has the potential to transform the IT operations of corporations. In this paper we address privacy threats in da...
Bijit Hore, Sharad Mehrotra, Gene Tsudik
PET
2009
Springer
14 years 2 months ago
Privacy-Preserving Computation and Verification of Aggregate Queries on Outsourced Databases
: © Privacy-Preserving Computation and Verification of Aggregate Queries on Outsourced Databases Brian Thompson, Stuart Haber, William G. Horne, Tomas Sander, Danfeng Yao HP Labor...
Brian Thompson, Stuart Haber, William G. Horne, To...
KDD
2007
ACM
142views Data Mining» more  KDD 2007»
14 years 8 months ago
Towards Privacy-Preserving Model Selection
Abstract. Model selection is an important problem in statistics, machine learning, and data mining. In this paper, we investigate the problem of enabling multiple parties to perfor...
Zhiqiang Yang, Sheng Zhong, Rebecca N. Wright