Privacy-Preserving Coupling of Vertically-Partitioned Databases and Subsequent Training with Gradient Descent

Thijs Veugen, Bart Kamphorst, Natasja van de L'Isle, Marie Beth van Egmond. Privacy-Preserving Coupling of Vertically-Partitioned Databases and Subsequent Training with Gradient Descent. In Shlomi Dolev, Oded Margalit, Benny Pinkas, Alexander A. Schwarzmann, editors, Cyber Security Cryptography and Machine Learning - 5th International Symposium, CSCML 2021, Be'er Sheva, Israel, July 8-9, 2021, Proceedings. Volume 12716 of Lecture Notes in Computer Science, pages 38-51, Springer, 2021. [doi]

Abstract

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