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FOCS
2010
IEEE
13 years 7 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
DEXAW
2003
IEEE
98views Database» more  DEXAW 2003»
14 years 3 months ago
Amending P3P for Clearer Privacy Promises
The Platform for Privacy Preferences (P3P) can be a viable tool for organizations to clarify their privacy promises. In this paper, we summarize our experiences and describe some ...
Günter Karjoth, Matthias Schunter, Els Van He...
SIGMOD
2012
ACM
278views Database» more  SIGMOD 2012»
12 years 9 days ago
Differential privacy in data publication and analysis
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...
Yin Yang, Zhenjie Zhang, Gerome Miklau, Marianne W...
ICDE
2006
IEEE
144views Database» more  ICDE 2006»
14 years 3 months ago
PRIVATE-IYE: A Framework for Privacy Preserving Data Integration
Data integration has been a long standing challenge to the database and data mining communities. This need has become critical in numerous contexts, including building e-commerce ...
Sourav S. Bhowmick, Le Gruenwald, Mizuho Iwaihara,...
HICSS
2008
IEEE
148views Biometrics» more  HICSS 2008»
14 years 4 months ago
Consumer-Centric and Privacy-Preserving Identity Management for Distributed E-Health Systems
A new framework of privacy-preserving identity management for distributed e-Health systems is proposed. Utilizing a consumer-centric approach, the healthcare consumer maintains a ...
Richard Au, Peter Croll