455 search results - page 2 / 91 » Differential Privacy in New Settings |
ICDE
2012
IEEE
11 years 7 months ago
2012
IEEE
— 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 ...
WPES
2003
ACM
13 years 10 months ago
2003
ACM
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APPROX
2010
Springer
13 years 6 months ago
2010
Springer
In this paper, we consider the task of answering linear queries under the constraint of differential privacy. This is a general and well-studied class of queries that captures oth...
FOCS
2010
IEEE
13 years 3 months ago
2010
IEEE
We study differential privacy in a distributed setting where two parties would like to perform analysis of their joint data while preserving privacy for both datasets. Our results ...
CORR
2012
Springer
12 years 1 months ago
2012
Springer
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...