Privacy and Utility Evaluation of Synthetic Tabular Data for Machine Learning

Felix Hermsen, Avikarsha Mandal. Privacy and Utility Evaluation of Synthetic Tabular Data for Machine Learning. In Felix Bieker, Silvia De Conca, Nils Gruschka, Meiko Jensen, Ina Schiering, editors, Privacy and Identity Management. Sharing in a Digital World - 18th IFIP WG 9.2, 9.6/11.7, 11.6 International Summer School, Privacy and Identity 2023, Oslo, Norway, August 8-11, 2023, Revised Selected Papers. Volume 695 of IFIP Advances in Information and Communication Technology, pages 265-281, Springer, 2023. [doi]

Abstract

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