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» A Data Privacy Taxonomy
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ICDM
2006
IEEE
139views Data Mining» more  ICDM 2006»
14 years 4 months ago
Privacy Preserving Nearest Neighbor Search
Data mining is frequently obstructed by privacy concerns. In many cases data is distributed, and bringing the data together in one place for analysis is not possible due to privac...
Mark Shaneck, Yongdae Kim, Vipin Kumar
CLOUDCOM
2009
Springer
14 years 4 months ago
A Privacy Manager for Cloud Computing
We describe a privacy manager for cloud computing, which reduces the risk to the cloud computing user of their private data being stolen or misused, and also assists the cloud comp...
Siani Pearson, Yun Shen, Miranda Mowbray
CANS
2005
Springer
105views Cryptology» more  CANS 2005»
14 years 3 months ago
A Novel Method to Maintain Privacy in Mobile Agent Applications
Abstract. Two methods to implement privacy in network communication, anonymity and DCSC (data confidentiality and secure computation) are analysed and compared in regard to privac...
Kun Peng, Ed Dawson, Juanma González Nieto,...
ICDM
2002
IEEE
122views Data Mining» more  ICDM 2002»
14 years 2 months ago
Using Category-Based Adherence to Cluster Market-Basket Data
In this paper, we devise an efficient algorithm for clustering market-basket data. Different from those of the traditional data, the features of market-basket data are known to b...
Ching-Huang Yun, Kun-Ta Chuang, Ming-Syan Chen
DMKD
2004
ACM
136views Data Mining» more  DMKD 2004»
14 years 3 months ago
Mining association rules with non-uniform privacy concerns
Privacy concerns have become an important issue in data mining. A popular way to preserve privacy is to randomize the dataset to be mined in a systematic way and mine the randomiz...
Yi Xia, Yirong Yang, Yun Chi