Privacy, Data Anonymization, and Secure Data Publishing

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Abstract

Data anonymization aims to mitigate privacy and security concerns and to comply with legal requirements by obfuscating personal details [Fung, 2010]. In this way, data anonymization prevents an adversary from mapping sensitive information to an individual. There are three primary circumstances in which data anonymization is required:

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Shabtai, A., Elovici, Y., & Rokach, L. (2012). Privacy, Data Anonymization, and Secure Data Publishing. In SpringerBriefs in Computer Science (Vol. 0, pp. 47–68). Springer. https://doi.org/10.1007/978-1-4614-2053-8_6

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