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PVLDB
2010
104views more  PVLDB 2010»
13 years 8 months ago
Boosting the Accuracy of Differentially Private Histograms Through Consistency
We show that it is possible to significantly improve the accuracy of a general class of histogram queries while satisfying differential privacy. Our approach carefully chooses a...
Michael Hay, Vibhor Rastogi, Gerome Miklau, Dan Su...
ACISP
2008
Springer
14 years 4 months ago
Methods for Linear and Differential Cryptanalysis of Elastic Block Ciphers
The elastic block cipher design employs the round function of a given, b-bit block cipher in a black box fashion, embedding it in a network structure to construct a family of ciphe...
Debra L. Cook, Moti Yung, Angelos D. Keromytis
CORR
2011
Springer
174views Education» more  CORR 2011»
13 years 4 months ago
Distributed Private Data Analysis: On Simultaneously Solving How and What
We examine the combination of two directions in the field of privacy concerning computations over distributed private inputs – secure function evaluation (SFE) and differential...
Amos Beimel, Kobbi Nissim, Eran Omri
ACMICEC
2007
ACM
115views ECommerce» more  ACMICEC 2007»
14 years 1 months ago
An economic model of portal competition under privacy concerns
Due to inherent privacy concerns, online personalization services such as those offered through toolbars and desktop widgets are characterized by "no-free-disposal" (NFD...
Ramnath K. Chellappa, Raymond G. Sin
PSD
2010
Springer
180views Database» more  PSD 2010»
13 years 8 months ago
Some Additional Insights on Applying Differential Privacy for Numeric Data
Recently Sarathy and Muralidhar (2009) provided the first attempt at illustrating the implementation of differential privacy for numerical data. In this paper, we attempt to provid...
Rathindra Sarathy, Krishnamurty Muralidhar