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    ICDE
    2012
    IEEE
    221views Database» more  ICDE 2012»
    DPCube: Releasing Differentially Private Data Cubes for Health Information
    11 years 6 months ago
    DPCube: Releasing Differentially Private Data Cubes for Health Information
    Download  www.mathcs.emory.edu
    —We demonstrate DPCube, a component in our Health Information DE-identification (HIDE) framework, for releasing differentially private data cubes (or multi-dimensional histogram...
    Yonghui Xiao, James J. Gardner, Li Xiong
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    KDD
    2010
    ACM
    232views Data Mining» more  KDD 2010»
    Discovering frequent patterns in sensitive data
    13 years 8 months ago
    Discovering frequent patterns in sensitive data
    Download  research.microsoft.com
    Discovering frequent patterns from data is a popular exploratory technique in data mining. However, if the data are sensitive (e.g. patient health records, user behavior records) ...
    Raghav Bhaskar, Srivatsan Laxman, Adam Smith, Abhr...
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