Attacks on Anonymization-Based Privacy-Preserving: A Survey for Data Mining and Data Publishing

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Provided by: Scientific Publishing Ltd.
Topic: Data Management
Format: PDF
Data mining is the extraction of vast interesting patterns or knowledge from huge amount of data. The initial idea of privacy-preserving data mining PPDM was to extend traditional data mining techniques to work with the data modified to mask sensitive information. The key issues were how to modify the data and how to recover the data mining result from the modified data. Privacy-preserving data mining considers the problem of running data mining algorithms on confidential data that is not supposed to be revealed even to the party running the algorithm.
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