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» From Data Privacy to Location Privacy: Models and Algorithms
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KDD
2009
ACM
133views Data Mining» more  KDD 2009»
16 years 6 months ago
On the tradeoff between privacy and utility in data publishing
In data publishing, anonymization techniques such as generalization and bucketization have been designed to provide privacy protection. In the meanwhile, they reduce the utility o...
Tiancheng Li, Ninghui Li
HAIS
2009
Springer
15 years 10 months ago
An Evolutionary Ensemble-Based Method for Rule Extraction with Distributed Data
This paper presents a methodology for knowledge discovery from inherently distributed data without moving it from its original location, completely or partially, to other locations...
Diego M. Escalante, Miguel Angel Rodriguez, Antoni...
ICC
2007
IEEE
121views Communications» more  ICC 2007»
16 years 9 days ago
An Architecture for Network Layer Privacy
— We present an architecture for the provision of network layer privacy based on the SHIM6 multihoming protocol. In its basic form, the architecture prevents on-path eavesdropper...
Marcelo Bagnulo, Alberto García-Martí...
KDD
2002
ACM
157views Data Mining» more  KDD 2002»
16 years 6 months ago
Transforming data to satisfy privacy constraints
Data on individuals and entities are being collected widely. These data can contain information that explicitly identifies the individual (e.g., social security number). Data can ...
Vijay S. Iyengar
ICDE
2006
IEEE
165views Database» more  ICDE 2006»
16 years 21 hour ago
Privacy Preserving Clustering on Horizontally Partitioned Data
Data mining has been a popular research area for more than a decade due to its vast spectrum of applications. The power of data mining tools to extract hidden information that can...
Ali Inan, Yücel Saygin, Erkay Savas, Ay&ccedi...