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EWSN
2010
Springer
14 years 6 months ago
Privacy-Preserving Reconstruction of Multidimensional Data Maps in Vehicular Participatory Sensing
The proliferation of sensors in devices of frequent use, such as mobile phones, offers unprecedented opportunities for forming selfselected communities around shared sensory data ...
Nam Pham, Raghu K. Ganti, Yusuf S. Uddin, Suman Na...
FSKD
2008
Springer
136views Fuzzy Logic» more  FSKD 2008»
13 years 10 months ago
k-Anonymity via Clustering Domain Knowledge for Privacy Preservation
Preservation of privacy in micro-data release is a challenging task in data mining. The k-anonymity method has attracted much attention of researchers. Quasiidentifier is a key co...
Taiyong Li, Changjie Tang, Jiang Wu, Qian Luo, She...
SIGMOD
2007
ACM
115views Database» more  SIGMOD 2007»
14 years 9 months ago
Privacy preserving schema and data matching
In many business scenarios, record matching is performed across different data sources with the aim of identifying common information shared among these sources. However such need...
Monica Scannapieco, Ilya Figotin, Elisa Bertino, A...
FC
2009
Springer
150views Cryptology» more  FC 2009»
14 years 4 months ago
Privacy-Preserving Information Markets for Computing Statistical Data
Abstract. Consider an “information market” where private and potentially sensitive data are collected, treated as commodity and processed into aggregated information with comme...
Aggelos Kiayias, Bülent Yener, Moti Yung
PAISI
2010
Springer
13 years 7 months ago
Efficient Privacy Preserving K-Means Clustering
Abstract. This paper introduces an efficient privacy-preserving protocol for distributed K-means clustering over an arbitrary partitioned data, shared among N parties. Clustering i...
Maneesh Upmanyu, Anoop M. Namboodiri, Kannan Srina...