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ICDM
2006
IEEE
169views Data Mining» more  ICDM 2006»
15 years 10 months 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 10 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
ACNS
2005
Springer
183views Cryptology» more  ACNS 2005»
15 years 10 months ago
Privacy Preserving Keyword Searches on Remote Encrypted Data
We consider the following problem: a user U wants to store his files in an encrypted form on a remote file server S. Later the user U wants to efficiently retrieve some of the en...
Yan-Cheng Chang, Michael Mitzenmacher
ASIACRYPT
2005
Springer
15 years 10 months ago
Privacy-Preserving Graph Algorithms in the Semi-honest Model
Abstract. We consider scenarios in which two parties, each in possession of a graph, wish to compute some algorithm on their joint graph in a privacy-preserving manner, that is, wi...
Justin Brickell, Vitaly Shmatikov