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ICDM
2003
IEEE
112views Data Mining» more  ICDM 2003»
14 years 4 months ago
Privacy-preserving Distributed Clustering using Generative Models
We present a framework for clustering distributed data in unsupervised and semi-supervised scenarios, taking into account privacy requirements and communication costs. Rather than...
Srujana Merugu, Joydeep Ghosh
CSE
2009
IEEE
14 years 5 months ago
Privacy Requirements in Vehicular Communication Systems
Abstract—A primary goal of vehicular communication systems is the enhancement of traffic safety by equipping vehicles with wireless communication units to facilitate cooperative...
Florian Schaub, Zhendong Ma, Frank Kargl
SDM
2007
SIAM
190views Data Mining» more  SDM 2007»
14 years 8 days ago
AC-Framework for Privacy-Preserving Collaboration
The secure multi-party computation (SMC) model provides means for balancing the use and confidentiality of distributed data. Increasing security concerns have led to a surge in w...
Wei Jiang, Chris Clifton
IJCAI
2007
14 years 8 days ago
Privacy and Artificial Agents, or, Is Google Reading My Email?
We investigate legal and philosophical notions of privacy in the context of artificial agents. Our analysis utilizes a normative account of privacy that defends its value and the ...
Samir Chopra, Laurence White
ICDE
2008
IEEE
154views Database» more  ICDE 2008»
15 years 6 days ago
Butterfly: Protecting Output Privacy in Stream Mining
Abstract-- Privacy preservation in data mining demands protecting both input and output privacy. The former refers to sanitizing the raw data itself before performing mining. The l...
Ting Wang, Ling Liu