DP-IVON-Gradsq: Differentially Private Squared-Gradient Improved Variational Online Newton

Nour Jamoussi, Ikram Dridi, Giuseppe Serra +1

Differential privacy provides formal privacy guarantees for training neural networks on sensitive data, while Bayesian deep learning offers a principled framework for uncertainty-a…