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16

ICDM
2006
IEEE

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Privacy-Preserving Data Imputation

13 years 10 months ago

Privacy-Preserving Data Imputation

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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 decision tree imputation algorithm for data that is horizontally partitioned between two parties. The participants of the protocol learn only the imputed values; the computed decision tree is not learned by either party.

Geetha Jagannathan, Rebecca N. Wright

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Added	11 Jun 2010
Updated	11 Jun 2010
Type	Conference
Year	2006
Where	ICDM
Authors	Geetha Jagannathan, Rebecca N. Wright

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