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» Integrating Private Databases for Data Analysis
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ISI
2005
Springer
13 years 10 months ago
Integrating Private Databases for Data Analysis
In today’s globally networked society, there is a dual demand on both information sharing and information protection. A typical scenario is that two parties wish to integrate the...
Ke Wang, Benjamin C. M. Fung, Guozhu Dong
SIGMOD
2007
ACM
144views Database» more  SIGMOD 2007»
14 years 4 months ago
GhostDB: querying visible and hidden data without leaks
Imagine that you have been entrusted with private data, such as corporate product information, sensitive government information, or symptom and treatment information about hospita...
Nicolas Anciaux, Mehdi Benzine, Luc Bouganim, Phil...
KDD
2012
ACM
178views Data Mining» more  KDD 2012»
11 years 7 months ago
Differentially private transit data publication: a case study on the montreal transportation system
With the wide deployment of smart card automated fare collection (SCAFC) systems, public transit agencies have been benefiting from huge volume of transit data, a kind of sequent...
Rui Chen, Benjamin C. M. Fung, Bipin C. Desai, N&e...
ICDM
2005
IEEE
153views Data Mining» more  ICDM 2005»
13 years 10 months ago
Privacy-Preserving Frequent Pattern Mining across Private Databases
Privacy consideration has much significance in the application of data mining. It is very important that the privacy of individual parties will not be exposed when data mining te...
Ada Wai-Chee Fu, Raymond Chi-Wing Wong, Ke Wang
14
Voted
ICDT
2007
ACM
148views Database» more  ICDT 2007»
13 years 11 months ago
Ask a Better Question, Get a Better Answer A New Approach to Private Data Analysis
Cryptographic techniques for reasoning about information leakage have recently been brought to bear on the classical problem of statistical disclosure control – revealing accurat...
Cynthia Dwork