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161

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NIPS
2007

137views Information Technology» more NIPS 2007»

Privacy-Preserving Belief Propagation and Sampling

15 years 7 months ago

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We provide provably privacy-preserving versions of belief propagation, Gibbs sampling, and other local algorithms — distributed multiparty protocols in which each party or verte...

Michael Kearns, Jinsong Tan, Jennifer Wortman

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PARCO
2007

92views Distributed And Parallel Com...» more PARCO 2007»

Experimenting Grid Protocols to Improve Privacy Preservation in Efficient Distributed Image Processing

15 years 7 months ago

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Antonella Galizia, Federica Viti, Daniele D'Agosti...

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180

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SDM
2007
SIAM

190views Data Mining» more SDM 2007»

AC-Framework for Privacy-Preserving Collaboration

15 years 7 months ago

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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

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183

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SDM
2004
SIAM

242views Data Mining» more SDM 2004»

Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification

15 years 7 months ago

Download www.cis.syr.edu

Multivariate statistical analysis is an important data analysis technique that has found applications in various areas. In this paper, we study some multivariate statistical analy...

Wenliang Du, Yunghsiang S. Han, Shigang Chen

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142

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USS
2004

118views Operating System» more USS 2004»

Privacy-Preserving Sharing and Correlation of Security Alerts

15 years 7 months ago

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