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PKDD
2007
Springer
214views Data Mining» more  PKDD 2007»
16 years 13 days ago
Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework
Abstract. Analysis of privacy-sensitive data in a multi-party environment often assumes that the parties are well-behaved and they abide by the protocols. Parties compute whatever ...
Hillol Kargupta, Kamalika Das, Kun Liu
WAIM
2007
Springer
16 years 12 days ago
(alpha, k)-anonymity Based Privacy Preservation by Lossy Join
Raymond Chi-Wing Wong, Yubao Liu, Jian Yin, Zhilan...
ICDM
2006
IEEE
169views Data Mining» more  ICDM 2006»
16 years 10 days ago
Privacy-Preserving Data Imputation
In this paper, we investigate privacy-preserving data imputation on distributed databases. We present a privacypreserving protocol for filling in missing values using a lazy deci...
Geetha Jagannathan, Rebecca N. Wright
ICDE
2005
IEEE
147views Database» more  ICDE 2005»
15 years 12 months ago
Privacy-Preserving Top-K Queries
Processing of top-k queries has been attracting considerable attention. Much of the work assumes distributed data, with each site holding a different set of attributes for the sam...
Jaideep Vaidya, Chris Clifton