Limiting privacy breaches in privacy preserving data mining

    PODS, pp. 211-222, 2003.

    Cited by: 802|Bibtex|Views34|Links
    EI
    Keywords:
    satisfiabilityassociation ruledata mining

    Abstract:

    There has been increasing interest in the problem of building accurate data mining models over aggregate data, while protecting privacy at the level of individual records. One approach for this problem is to randomize the values in individual records, and only disclose the randomized values. The model is then built over the randomized dat...More

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