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» Privacy Preserving Clustering

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MDM
2007
Springer

96views Communications» more MDM 2007»

A Comparison of Spatial Generalization Algorithms for LBS Privacy Preservation

14 years 4 months ago

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Spatial generalization has been recently proposed as a technique for the anonymization of requests in location based services. This paper presents the results of an extensive expe...

Sergio Mascetti, Claudio Bettini

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MLDM
2007
Springer

125views Machine Learning» more MLDM 2007»

Generic Probability Density Function Reconstruction for Randomization in Privacy-Preserving Data Mining

14 years 4 months ago

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Vincent Yan Fu Tan, See-Kiong Ng

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PKDD
2007
Springer

214views Data Mining» more PKDD 2007»

Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework

14 years 4 months ago

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Abstract. Analysis of privacy-sensitive data in a multi-party environment often assumes that the parties are well-behaved and they abide by the protocols. Parties compute whatever ...

Hillol Kargupta, Kamalika Das, Kun Liu

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WAIM
2007
Springer

100views Information Technology» more WAIM 2007»

(alpha, k)-anonymity Based Privacy Preservation by Lossy Join

14 years 4 months ago