Privacy Preserving Approach using t-closness and pailler encryption

Jignasha Kapadiya, Jaimeel M Shah · 2019 3rd International Conference on Trends in Electronics and Informatics (ICOEI) · 2019

Recently, clustering algorithms are used as a pre-processing model for privacy preserving methods in order to improve the diversity of anonymized data. In this paper we have compared various anonymization methods and encryption approaches. In that, T-closeness provides a better privacy when compared with k-anonymity, generalization and suppression. At the end we have used RSA and paillier comparison study to provide protection for the sensitive data.

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