Enhancing aggregation phase of microaggregation methods for interval disclosure risk minimization

    Data Mining and Knowledge Discovery, Volume 30, Issue 3, 2015.

    Cited by: 4|Bibtex|Views23|Links
    EI
    Keywords:
    Interval disclosure riskMicroaggregationStatistical disclosure controlAnonymityData privacy

    Abstract:

    Microaggregation is a masking mechanism to protect confidential data in a public release. This technique can produce a k-anonymous dataset where data records are partitioned into groups of at least k members. In each group, a representative centroid is computed by aggregating the group members and is published instead of the original reco...More

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