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» Data mining with differential privacy

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FOCS
2010
IEEE

227views Theoretical Computer Science» more FOCS 2010»

Boosting and Differential Privacy

14 years 7 months ago

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Boosting is a general method for improving the accuracy of learning algorithms. We use boosting to construct improved privacy-preserving synopses of an input database. These are da...

Cynthia Dwork, Guy N. Rothblum, Salil P. Vadhan

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MDM
2007
Springer

122views Communications» more MDM 2007»

Privacy-Preserving Data Mining on Moving Object Trajectories

15 years 4 months ago

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Gyözö Gidófalvi, Xuegang Huang, T...

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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

15 years 4 months ago

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Vincent Yan Fu Tan, See-Kiong Ng

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SIGMOD
2000
ACM

102views Database» more SIGMOD 2000»

Privacy-Preserving Data Mining

15 years 2 months ago

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Rakesh Agrawal, Ramakrishnan Srikant

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DKE
2008

64views more DKE 2008»

Recent advances in preserving privacy when mining data

14 years 10 months ago

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