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CORR
2010
Springer
177views Education» more  CORR 2010»
13 years 8 months ago
A simple and practical algorithm for differentially private data release
Moritz Hardt, Katrina Ligett, Frank McSherry
KDD
2012
ACM
178views Data Mining» more  KDD 2012»
12 years 1 months ago
Differentially private transit data publication: a case study on the montreal transportation system
With the wide deployment of smart card automated fare collection (SCAFC) systems, public transit agencies have been benefiting from huge volume of transit data, a kind of sequent...
Rui Chen, Benjamin C. M. Fung, Bipin C. Desai, N&e...
SODA
2010
ACM
171views Algorithms» more  SODA 2010»
13 years 9 months ago
Differential Privacy in New Settings
Differential privacy is a recent notion of privacy tailored to the problem of statistical disclosure control: how to release statistical information about a set of people without ...
Cynthia Dwork
ICDM
2009
IEEE
124views Data Mining» more  ICDM 2009»
13 years 9 months ago
A Practical Differentially Private Random Decision Tree Classifier
In this paper, we study the problem of constructing private classifiers using decision trees, within the framework of differential privacy. We first construct privacy-preserving ID...
Geetha Jagannathan, Krishnan Pillaipakkamnatt, Reb...
ICDE
2012
IEEE
202views Database» more  ICDE 2012»
12 years 1 months ago
Differentially Private Spatial Decompositions
— Differential privacy has recently emerged as the de facto standard for private data release. This makes it possible to provide strong theoretical guarantees on the privacy and ...
Graham Cormode, Cecilia M. Procopiuc, Divesh Sriva...