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» Computational Differential Privacy
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OOPSLA
2010
Springer
13 years 7 months ago
Patterns and statistical analysis for understanding reduced resource computing
Martin C. Rinard, Henry Hoffmann, Sasa Misailovic,...
PET
2012
Springer
12 years 8 days ago
Differentially Private Continual Monitoring of Heavy Hitters from Distributed Streams
We consider applications scenarios where an untrusted aggregator wishes to continually monitor the heavy-hitters across a set of distributed streams. Since each stream can contain ...
T.-H. Hubert Chan, Mingfei Li, Elaine Shi, Wenchan...
ICDM
2009
IEEE
124views Data Mining» more  ICDM 2009»
13 years 7 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 8 days 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...
CLOUDCOM
2009
Springer
14 years 4 months ago
A Privacy Manager for Cloud Computing
We describe a privacy manager for cloud computing, which reduces the risk to the cloud computing user of their private data being stolen or misused, and also assists the cloud comp...
Siani Pearson, Yun Shen, Miranda Mowbray