Reliable Techniques for Data Publishing From Sparse Datasets

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Provided by: IJAIR
Topic: Data Management
Format: PDF
Confidential information pertained to individuals must not be revealed, but a dataset can be useful for studying the characteristics of a population in ad-hoc analysis. Confidential information protection is an important issue in the release of data for mining purposes. Recent studies have shown that a more sophisticated model is necessary to protect the association of individuals to sensitive information. This paper presents effectiveness and efficiency of reliable techniques (generalization, bucketization and slicing) shown by experiments.
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