On the design and quantification of privacy preserving data mining algorithms

    PODS, pp. 247-255, 2001.

    Cited by: 1238|Bibtex|Views53|Links
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    Keywords:
    distribution reconstruction processoriginal distributiondifferent perturbing distributionprivacy metricsprivacy-preserving data mining algorithmMore(9+)

    Abstract:

    The increasing ability to track and collect large amounts of data with the use of current hardware technology has lead to an interest in the development of data mining algorithms which preserve user privacy. A recently proposed technique addresses the issue of privacy preservation by perturbing the data and reconstructing distributions at...More

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