Privacy-Preserving 3-Layer Neural Network Training

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.

@article{chiang2025_2308.09531,
  title={ Privacy-Preserving 3-Layer Neural Network Training },
  author={ John Chiang },
  journal={arXiv preprint arXiv:2308.09531},
  year={ 2025 }
}