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IPTPS
2004
Springer
14 years 25 days ago
Friends Troubleshooting Network: Towards Privacy-Preserving, Automatic Troubleshooting
Abstract— Content sharing is a popular usage of peerto-peer systems for its inherent scalability and low cost of maintenance. In this paper, we leverage this nature of peer-to-pe...
Helen J. Wang, Yih-Chun Hu, Chun Yuan, Zheng Zhang...
KDD
2010
ACM
194views Data Mining» more  KDD 2010»
13 years 11 months ago
Versatile publishing for privacy preservation
Motivated by the insufficiency of the existing quasi-identifier/sensitiveattribute (QI-SA) framework on modeling real-world privacy requirements for data publishing, we propose ...
Xin Jin, Mingyang Zhang, Nan Zhang 0004, Gautam Da...
KDD
2004
ACM
132views Data Mining» more  KDD 2004»
14 years 7 months ago
Privacy preserving regression modelling via distributed computation
Reluctance of data owners to share their possibly confidential or proprietary data with others who own related databases is a serious impediment to conducting a mutually beneficia...
Ashish P. Sanil, Alan F. Karr, Xiaodong Lin, Jerom...
NDSS
2009
IEEE
14 years 2 months ago
Two-Party Computation Model for Privacy-Preserving Queries over Distributed Databases
Many existing privacy-preserving techniques for querying distributed databases of sensitive information do not scale for large databases due to the use of heavyweight cryptographi...
Sherman S. M. Chow, Jie-Han Lee, Lakshminarayanan ...
ADMA
2008
Springer
186views Data Mining» more  ADMA 2008»
14 years 1 months ago
A Distributed Privacy-Preserving Association Rules Mining Scheme Using Frequent-Pattern Tree
Association rules mining is a frequently used technique which finds interesting association and correlation relationships among large set of data items which occur frequently toge...
Chunhua Su, Kouichi Sakurai