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» A Condensation Approach to Privacy Preserving Data Mining
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ICDE
2007
IEEE
123views Database» more  ICDE 2007»
14 years 3 months ago
Privacy Preserving Pattern Discovery in Distributed Time Series
The search for unknown frequent pattern is one of the core activities in many time series data mining processes. In this paper we present an extension of the pattern discovery pro...
Josenildo Costa da Silva, Matthias Klusch
SIGMOD
2010
ACM
274views Database» more  SIGMOD 2010»
14 years 1 months ago
K-isomorphism: privacy preserving network publication against structural attacks
Serious concerns on privacy protection in social networks have been raised in recent years; however, research in this area is still in its infancy. The problem is challenging due ...
James Cheng, Ada Wai-Chee Fu, Jia Liu
IJCMAM
2010
133views more  IJCMAM 2010»
13 years 6 months ago
Privacy Preserving Integration of Health Care Data
For health care related research studies the medical records of patients may need to be retrieved from multiple sites with different regulations on the disclosure of health inform...
Xiaoyun He, Jaideep Vaidya, Basit Shafiq, Nabil R....
CASCON
2004
129views Education» more  CASCON 2004»
13 years 10 months ago
Building predictors from vertically distributed data
Due in part to the large volume of data available today, but more importantly to privacy concerns, data are often distributed across institutional, geographical and organizational...
Sabine M. McConnell, David B. Skillicorn
EDBT
2009
ACM
200views Database» more  EDBT 2009»
14 years 3 months ago
Continuous privacy preserving publishing of data streams
Recently, privacy preserving data publishing has received a lot of attention in both research and applications. Most of the previous studies, however, focus on static data sets. I...
Bin Zhou 0002, Yi Han, Jian Pei, Bin Jiang, Yufei ...