JeffffffFu / Awesome-Differential-Privacy-and-Meachine-Learning Star 240 Code Issues Pull requests 机器学习和差分隐私的论文笔记和代码仓 privacy deep-learning differential-privacy federated-learning dpsgd Updated May 28, 2024 Python
Billy1900 / Awesome-Differential-Privacy Star 173 Code Issues Pull requests Discussions Differential private machine learning survey differential-privacy privacy-preserving differentially-private differential-privacy-learning dpsgd differential-privacies Updated Feb 10, 2022 Python
Turningl / fedavg_pytorch Star 8 Code Issues Pull requests Simulate the fedavg and fedprox algorithm of federated learning pytorch federated-learning fedavg fedprox opacus dpsgd Updated Apr 25, 2023 Python
parkbeomsik / opacus-fusion Star 0 Code Issues Pull requests The extension library of Pytorch Opacus which enables fast and efficient DP-SGD training via example-wise gradient computation training pytorch opacus dpsgd Updated Dec 23, 2022 Cuda
parkbeomsik / dp-imagenet-opacus Star 0 Code Issues Pull requests Imagenet-scale DP-SGD training using Pytorch Opacus training pytorch imagenet opacus dpsgd Updated Nov 14, 2022 Python
aakashks / private-adam Star 0 Code Issues Pull requests Differentially Private Gradient Descent Optimizers. DA204 Course Project pytorch adam differential-privacy adam-optimizer dpsgd Updated Apr 25, 2024 Python