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ICDE
2012
IEEE
221views Database» more  ICDE 2012»
13 years 29 days ago
DPCube: Releasing Differentially Private Data Cubes for Health Information
—We demonstrate DPCube, a component in our Health Information DE-identification (HIDE) framework, for releasing differentially private data cubes (or multi-dimensional histogram...
Yonghui Xiao, James J. Gardner, Li Xiong
ANTSW
2010
Springer
14 years 8 months ago
Positional Communication and Private Information in Honeybee Foraging Models
Honeybees coordinate foraging efforts across vast areas through a complex system of advertising and recruitment. One mechanism for coordination is the waggle dance, a movement patt...
Peter Bailis, Radhika Nagpal, Justin Werfel
DEBS
2009
ACM
15 years 5 months ago
PrivateFlow: decentralised information flow control in event based middleware
Complex middleware frameworks are made out of interacting components which may include bugs. These frameworks are often extended to provide additional features by thirdparty exten...
Ioannis Papagiannis, Matteo Migliavacca, Peter R. ...
DKE
2010
167views more  DKE 2010»
14 years 8 months ago
Discovering private trajectories using background information
Trajectories are spatio-temporal traces of moving objects which contain valuable information to be harvested by spatio-temporal data mining techniques. Applications like city traf...
Emre Kaplan, Thomas Brochmann Pedersen, Erkay Sava...
SIGMOD
2005
ACM
128views Database» more  SIGMOD 2005»
15 years 10 months ago
Deriving Private Information from Randomized Data
Randomization has emerged as a useful technique for data disguising in privacy-preserving data mining. Its privacy properties have been studied in a number of papers. Kargupta et ...
Zhengli Huang, Wenliang Du, Biao Chen