240 search results - page 8 / 48 » On the Geometry of Differential Privacy |
126
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EDBT
2010
ACM
14 years 11 months ago
2010
ACM
Private matching between datasets owned by distinct parties is a challenging problem with several applications. Private matching allows two parties to identify the records that ar...
170
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FOCS
2010
IEEE
14 years 10 months ago
2010
IEEE
Boosting is a general method for improving the accuracy of learning algorithms. We use boosting to construct improved privacy-preserving synopses of an input database. These are da...
FOCS
2007
IEEE
15 years 7 months ago
2007
IEEE
We study the role that privacy-preserving algorithms, which prevent the leakage of specific information about participants, can play in the design of mechanisms for strategic age...
135
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SIGMOD
2012
ACM
13 years 3 months ago
2012
ACM
Data privacy has been an important research topic in the security, theory and database communities in the last few decades. However, many existing studies have restrictive assumpt...
STOC
2009
ACM
16 years 1 months ago
2009
ACM
We show by means of several examples that robust statistical estimators present an excellent starting point for differentially private estimators. Our algorithms use a new paradig...