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    » Collusion-resistant privacy-preserving data mining
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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
    13 years 8 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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    PSD
    2004
    Springer
    186views Database» more  PSD 2004»
    Privacy Preserving and Data Mining in an On-Line Statistical Database of Additive Type
    14 years 24 days ago
    Privacy Preserving and Data Mining in an On-Line Statistical Database of Additive Type
    Download  www.dsi.uniroma1.it
    In an on-line statistical database, the query-answering system should prevent answers to statistical queries from leading to disclosure of confidential data. On the other hand, a s...
    Francesco M. Malvestuto, Mauro Mezzini
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    KDD
    2007
    ACM
    191views Data Mining» more  KDD 2007»
    Privacy-Preserving Data Mining through Knowledge Model Sharing
    14 years 7 months ago
    Privacy-Preserving Data Mining through Knowledge Model Sharing
    Download  www.cs.utsa.edu
    Privacy-preserving data mining (PPDM) is an important topic to both industry and academia. In general there are two approaches to tackling PPDM, one is statistics-based and the oth...
    Patrick Sharkey, Hongwei Tian, Weining Zhang, Shou...
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    SIGKDD
    2002
    93views more  SIGKDD 2002»
    Randomization in Privacy-Preserving Data Mining
    13 years 7 months ago
    Randomization in Privacy-Preserving Data Mining
    Download  www.cs.cornell.edu
    Suppose there are many clients, each having some personal information, and one server, which is interested only in aggregate, statistically significant, properties of this informa...
    Alexandre V. Evfimievski
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    MDM
    2007
    Springer
    122views Communications» more  MDM 2007»
    Privacy-Preserving Data Mining on Moving Object Trajectories
    14 years 1 months ago
    Privacy-Preserving Data Mining on Moving Object Trajectories
    Download  dbtr.cs.aau.dk
    Gyözö Gidófalvi, Xuegang Huang, T...
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