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» On the Geometry of Differential Privacy
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CORR
2012
Springer
217views Education» more  CORR 2012»
13 years 8 months ago
An Adaptive Mechanism for Accurate Query Answering under Differential Privacy
We propose a novel mechanism for answering sets of counting queries under differential privacy. Given a workload of counting queries, the mechanism automatically selects a differ...
Chao Li, Gerome Miklau
132
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PODS
2010
ACM
306views Database» more  PODS 2010»
15 years 5 months ago
Optimizing linear counting queries under differential privacy
Differential privacy is a robust privacy standard that has been successfully applied to a range of data analysis tasks. But despite much recent work, optimal strategies for answe...
Chao Li, Michael Hay, Vibhor Rastogi, Gerome Mikla...
64
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CRYPTO
2009
Springer
109views Cryptology» more  CRYPTO 2009»
15 years 7 months ago
Computational Differential Privacy
Ilya Mironov, Omkant Pandey, Omer Reingold, Salil ...
71
Voted
KDD
2010
ACM
243views Data Mining» more  KDD 2010»
15 years 4 months ago
Data mining with differential privacy
Arik Friedman, Assaf Schuster
CORR
2010
Springer
103views Education» more  CORR 2010»
15 years 23 days ago
Approximately Optimal Mechanism Design via Differential Privacy
Kobbi Nissim, Rann Smorodinsky, Moshe Tennenholtz