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    » A Condensation Approach to Privacy Preserving Data Mining
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    SIGKDD
    2002
    93views more  SIGKDD 2002»
    Randomization in Privacy-Preserving Data Mining
    13 years 8 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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    PAISI
    2010
    Springer
    257views Security Privacy» more  PAISI 2010»
    Efficient Privacy Preserving K-Means Clustering
    13 years 6 months ago
    Efficient Privacy Preserving K-Means Clustering
    Download  web.iiit.ac.in
    Abstract. This paper introduces an efficient privacy-preserving protocol for distributed K-means clustering over an arbitrary partitioned data, shared among N parties. Clustering i...
    Maneesh Upmanyu, Anoop M. Namboodiri, Kannan Srina...
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    DAMON
    2006
    Springer
    140views Information Technology» more  DAMON 2006»
    Using secure coprocessors for privacy preserving collaborative data mining and analysis
    14 years 14 days ago
    Using secure coprocessors for privacy preserving collaborative data mining and analysis
    Download  www.cs.cmu.edu
    Secure coprocessors have traditionally been used as a keystone of a security subsystem, eliminating the need to protect the rest of the subsystem with physical security measures. ...
    Bishwaranjan Bhattacharjee, Naoki Abe, Kenneth Gol...
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    ACSW
    2004
    132views Security Privacy» more  ACSW 2004»
    A Framework for Privacy Preserving Classification in Data Mining
    13 years 10 months ago
    A Framework for Privacy Preserving Classification in Data Mining
    Download  crpit.com
    Nowadays organizations all over the world are dependent on mining gigantic datasets. These datasets typically contain delicate individual information, which inevitably gets expose...
    Zahidul Islam, Ljiljana Brankovic
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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 2 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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