Anonymization of moving objects databases by clustering and perturbation |
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Authors: | Osman Abul Francesco Bonchi Mirco Nanni |
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Affiliation: | 1. Department of Computer Engineering, TOBB University of Economics and Technology, Sogutozu, Ankara, Turkey;2. Yahoo! Research, Avinguda Diagonal 177, 08018 Barcelona, Spain;3. Pisa KDD Laboratory, ISTI - CNR, Area della Ricerca di Pisa, Via Giuseppe Moruzzi 1, 56124 Pisa, Italy |
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Abstract: | Preserving individual privacy when publishing data is a problem that is receiving increasing attention. Thanks to its simplicity the concept of k-anonymity, introduced by Samarati and Sweeney 1], established itself as one fundamental principle for privacy preserving data publishing. According to the k-anonymity principle, each release of data must be such that each individual is indistinguishable from at least k−1 other individuals. |
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