Privacy-Preserving 3-Layer Neural Network Training using Mere Homomorphic Encryption Technique

08/18/2023

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by   John Chiang, et al.

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In this manuscript, we consider the problem of privacy-preserving training of neural networks in the mere homomorphic encryption setting. We combine several exsiting techniques available, extend some of them, and finally enable the training of 3-layer neural networks for both the regression and classification problems using mere homomorphic encryption technique.