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    ETRICS
    2006
    121views Security Privacy» more  ETRICS 2006»
    Privacy-Preserving Decision Tree Mining Based on Random Substitutions
    13 years 11 months ago
    Privacy-Preserving Decision Tree Mining Based on Random Substitutions
    Download  www.cs.utsa.edu
    Privacy-preserving decision tree mining is an important problem that has yet to be thoroughly understood. In fact, the privacypreserving decision tree mining method explored in the...
    Jim Dowd, Shouhuai Xu, Weining Zhang
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    SAC
    2006
    ACM
    167views Applied Computing» more  SAC 2006»
    On the use of spectral filtering for privacy preserving data mining
    14 years 1 months ago
    On the use of spectral filtering for privacy preserving data mining
    Download  www.sis.uncc.edu
    Randomization has been a primary tool to hide sensitive private information during privacy preserving data mining.The previous work based on spectral filtering, show the noise ma...
    Songtao Guo, Xintao Wu
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    ADMA
    2008
    Springer
    186views Data Mining» more  ADMA 2008»
    A Distributed Privacy-Preserving Association Rules Mining Scheme Using Frequent-Pattern Tree
    14 years 1 months ago
    A Distributed Privacy-Preserving Association Rules Mining Scheme Using Frequent-Pattern Tree
    Download  www.cse.ust.hk
    Association rules mining is a frequently used technique which finds interesting association and correlation relationships among large set of data items which occur frequently toge...
    Chunhua Su, Kouichi Sakurai
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    DMIN
    2006
    138views Data Mining» more  DMIN 2006»
    Quantification of a Privacy Preserving Data Mining Transformation
    13 years 8 months ago
    Quantification of a Privacy Preserving Data Mining Transformation
    Download  ww1.ucmss.com
    Data mining, with its promise to extract valuable, previously unknown and potentially useful patterns or knowledge from large data sets that contain private information is vulnerab...
    Mohammed Ketel
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    HICSS
    2009
    IEEE
    144views Biometrics» more  HICSS 2009»
    Privacy Preserving Decision Tree Mining from Perturbed Data
    14 years 2 months ago
    Privacy Preserving Decision Tree Mining from Perturbed Data
    Download  www.utdallas.edu
    Privacy preserving data mining has been investigated extensively. The previous works mainly fall into two categories, perturbation and randomization based approaches and secure mu...
    Li Liu, Murat Kantarcioglu, Bhavani M. Thuraisingh...
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