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    » On privacy preservation against adversarial data mining
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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 1 months ago
    Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework
    Download  www.almaden.ibm.com
    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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    SDM
    2008
    SIAM
    177views Data Mining» more  SDM 2008»
    Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining
    13 years 9 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 27 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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    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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    MLDM
    2007
    Springer
    125views Machine Learning» more  MLDM 2007»
    Generic Probability Density Function Reconstruction for Randomization in Privacy-Preserving Data Mining
    14 years 1 months ago
    Generic Probability Density Function Reconstruction for Randomization in Privacy-Preserving Data Mining
    Download  web.mit.edu
    Vincent Yan Fu Tan, See-Kiong Ng
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