Towards Application-Oriented Data Anonymization ∗ †

  title={Towards Application-Oriented Data Anonymization ∗ †},
  author={Li Xiong and Kumudhavalli Rangachari},
Data anonymization is of increasing importance for allowing sharing of individual data for a variety of data analysis and mining applications. Most of existing work on data anonymization optimizes the anonymization in terms of data utility typically through one-size-fits-all measures such as data discernibility. Our primary viewpoint in this paper is that each target application may have a unique need of the data and the best way of measuring data utility is based on the analysis task for which… CONTINUE READING


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