Sciweavers

206 search results - page 5 / 42
» Statistical Database Modeling for Privacy Preserving Databas...
Sort
View
PSD
2010
Springer
189views Database» more  PSD 2010»
15 years 21 days ago
Privacy-Preserving Record Linkage
Record linkage has a long tradition in both the statistical and the computer science literature. We survey current approaches to the record linkage problem in a privacy-aware setti...
Rob Hall, Stephen E. Fienberg
145
Voted
SIGMOD
2011
ACM
179views Database» more  SIGMOD 2011»
14 years 5 months ago
No free lunch in data privacy
Differential privacy is a powerful tool for providing privacypreserving noisy query answers over statistical databases. It guarantees that the distribution of noisy query answers...
Daniel Kifer, Ashwin Machanavajjhala
SDMW
2004
Springer
15 years 7 months ago
Experimental Analysis of Privacy-Preserving Statistics Computation
The recent investigation of privacy-preserving data mining and other kinds of privacy-preserving distributed computation has been motivated by the growing concern about the privacy...
Hiranmayee Subramaniam, Rebecca N. Wright, Zhiqian...
111
Voted
CTRSA
2005
Springer
88views Cryptology» more  CTRSA 2005»
15 years 7 months ago
Sub-linear Queries Statistical Databases: Privacy with Power
Abstract. We consider a statistical database in which a trusted administrator introduces noise to the query responses with the goal of maintaining privacy of individual database en...
Cynthia Dwork
CIKM
2006
Springer
15 years 6 months ago
k nearest neighbor classification across multiple private databases
Distributed privacy preserving data mining tools are critical for mining multiple databases with a minimum information disclosure. We present a framework including a general model...
Li Xiong, Subramanyam Chitti, Ling Liu