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KDD
2008
ACM
143views Data Mining» more  KDD 2008»
14 years 8 months ago
Detecting privacy leaks using corpus-based association rules
Richard Chow, Philippe Golle, Jessica Staddon
FOCS
2010
IEEE
13 years 6 months ago
A Multiplicative Weights Mechanism for Privacy-Preserving Data Analysis
Abstract--We consider statistical data analysis in the interactive setting. In this setting a trusted curator maintains a database of sensitive information about individual partici...
Moritz Hardt, Guy N. Rothblum
ISSRE
2010
IEEE
13 years 6 months ago
Is Data Privacy Always Good for Software Testing?
—Database-centric applications (DCAs) are common in enterprise computing, and they use nontrivial databases. Testing of DCAs is increasingly outsourced to test centers in order t...
Mark Grechanik, Christoph Csallner, Chen Fu, Qing ...
ICDE
2007
IEEE
198views Database» more  ICDE 2007»
14 years 9 months ago
Worst-Case Background Knowledge for Privacy-Preserving Data Publishing
Recent work has shown the necessity of considering an attacker's background knowledge when reasoning about privacy in data publishing. However, in practice, the data publishe...
David J. Martin, Daniel Kifer, Ashwin Machanavajjh...
PVLDB
2010
80views more  PVLDB 2010»
13 years 6 months ago
Fragments and Loose Associations: Respecting Privacy in Data Publishing
We propose a modeling of the problem of privacy-compliant data publishing that captures confidentiality constraints on one side and visibility requirements on the other side. Con...
Sabrina De Capitani di Vimercati, Sara Foresti, Su...