resources about federated learning and privacy in machine learning
:books: :eyeglasses: A collection of research papers, codes, tutorials a...
An experimental platform for federated learning.
Manage federated learning workload using cloud native technologies.
A curated list of awesome Distributed Deep Learning resources.
Infrastructures™ for Machine Learning Training/Inference in Production.
FedScale is a scalable and extensible open-source federated learning (FL...
Handy PyTorch implementation of Federated Learning (for your painless re...
Simulate a federated setting and run differentially private federated le...
Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
Federated learning on graph, especially on graph neural networks (GNNs),...
A curated list of trustworthy deep learning papers. Daily updating...
Breaching privacy in federated learning scenarios for vision and text
Model-Contrastive Federated Learning (CVPR 2021)
[NeurIPS 2019 FL workshop] Federated Learning with Local and Global Repr...