Sciweavers

68 search results - page 3 / 14
» Achieving Privacy Preservation when Sharing Data for Cluster...
Sort
View
TDP
2010
166views more  TDP 2010»
13 years 6 hour ago
Communication-Efficient Privacy-Preserving Clustering
The ability to store vast quantities of data and the emergence of high speed networking have led to intense interest in distributed data mining. However, privacy concerns, as well ...
Geetha Jagannathan, Krishnan Pillaipakkamnatt, Reb...
CCS
2008
ACM
13 years 7 months ago
Controlled privacy preserving keyword search
Data sharing on public servers has become a popular service on the Internet, in which users can store and share data with other users through public servers. However, because the ...
Stephen S. Yau, Yin Yin
FSKD
2008
Springer
136views Fuzzy Logic» more  FSKD 2008»
13 years 6 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...
ADC
2007
Springer
145views Database» more  ADC 2007»
13 years 11 months ago
The Privacy of k-NN Retrieval for Horizontal Partitioned Data -- New Methods and Applications
Recently, privacy issues have become important in clustering analysis, especially when data is horizontally partitioned over several parties. Associative queries are the core retr...
Artak Amirbekyan, Vladimir Estivill-Castro
ICDM
2007
IEEE
116views Data Mining» more  ICDM 2007»
13 years 11 months ago
Privacy-Preserving k-NN for Small and Large Data Sets
It is not surprising that there is strong interest in kNN queries to enable clustering, classification and outlierdetection tasks. However, previous approaches to privacypreservi...
Artak Amirbekyan, Vladimir Estivill-Castro