A hands-on educational walkthrough of training a CelebA (Eyeglasses) image classifier with Differentially Private SGD using PyTorch and Opacus. The focus of this repo is on clarity and reproducibility ...

Official implementation of the following papers. [1] Zhuang, Huiping, et al. "ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy ...