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» Data mining with differential privacy
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PAKDD
2007
ACM
181views Data Mining» more  PAKDD 2007»
15 years 3 months ago
Practical Issues on Privacy-Preserving Health Data Mining
Privacy-preserving data mining techniques could encourage health data custodians to provide accurate information for mining by ensuring that the data mining procedures and results ...
Huidong Jin
EDBT
2012
ACM
262views Database» more  EDBT 2012»
13 years 6 days ago
The application of differential privacy to health data
Differential privacy has gained a lot of attention in recent years as a general model for the protection of personal information when used and disclosed for secondary purposes. It...
Fida Kamal Dankar, Khaled El Emam
PODS
2003
ACM
156views Database» more  PODS 2003»
15 years 10 months ago
Limiting privacy breaches in privacy preserving data mining
There has been increasing interest in the problem of building accurate data mining models over aggregate data, while protecting privacy at the level of individual records. One app...
Alexandre V. Evfimievski, Johannes Gehrke, Ramakri...
SP
2008
IEEE
113views Security Privacy» more  SP 2008»
14 years 9 months ago
Biological data mining
Mohammed Javeed Zaki, Naren Ramakrishnan, Srinivas...
ISI
2007
Springer
14 years 9 months ago
Privacy Preserving Collaborative Data Mining
Privacy-preserving data mining is an important issue in the areas of data mining and security. In this paper, we study how to conduct association rule mining, one of the core data...
Justin Z. Zhan