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    SDM
    2008
    SIAM
    177views Data Mining» more  SDM 2008»
    Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining
    15 years 1 months ago
    Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining
    Download  www.cs.berkeley.edu
    In this paper we explore private computation built on vector addition and its applications in privacypreserving data mining. Vector addition is a surprisingly general tool for imp...
    Yitao Duan, John F. Canny
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    NIPS
    2007
    137views Information Technology» more  NIPS 2007»
    Privacy-Preserving Belief Propagation and Sampling
    15 years 1 months ago
    Privacy-Preserving Belief Propagation and Sampling
    Download  www.cis.upenn.edu
    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 1 months ago
    Experimenting Grid Protocols to Improve Privacy Preservation in Efficient Distributed Image Processing
    Download  www.fz-juelich.de
    Antonella Galizia, Federica Viti, Daniele D'Agosti...
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    SDM
    2007
    SIAM
    190views Data Mining» more  SDM 2007»
    AC-Framework for Privacy-Preserving Collaboration
    15 years 1 months ago
    AC-Framework for Privacy-Preserving Collaboration
    Download  siam.org
    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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    SDM
    2004
    SIAM
    242views Data Mining» more  SDM 2004»
    Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification
    15 years 1 months ago
    Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification
    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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