Junyi Zhu's repositories
confidence_aware_PFL
Confidence-aware Personalized Federated Learning via Variational Expectation Maximization [Accepted at CVPR 2023]
surrogate_model_extension
Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning [Accepted at ICML 2023]
RandomSparsification
Improving Differentially Private SGD via Randomly Sparsified Gradients [Accepted by TMLR]
convolution-visualizer
Convolution visualizations
Differentially-Private-Deep-Learning
This repo implements several algorithms for learning with differential privacy.
dlg
[NeurIPS 2019] Deep Leakage From Gradients
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
invertinggradients
Algorithms to recover input data from their gradient signal through a neural network
private-transformers
make differentially private training of transformers easy for everyone
pytorch-cifar
95.16% on CIFAR10 with PyTorch
readme-template
README.md template for your open-source project