Pinned Repositories
aaai_materials
aby3
A Three Party MPC framework for Machine learning and Databases
academic-homepage
My academic homepage at USTC
Attacks-and-Defenses-in-Federated-Learning
CFMTL
CIDS
Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
flguard_eval
Personal evaluations of the FLGuard algorithm proposed by Nguyen et al.
MTurkTrackerData
pMatch
jgshu's Repositories
jgshu/Attacks-and-Defenses-in-Federated-Learning
jgshu/CFMTL
jgshu/flguard_eval
Personal evaluations of the FLGuard algorithm proposed by Nguyen et al.
jgshu/CIDS
jgshu/aby3
A Three Party MPC framework for Machine learning and Databases
jgshu/awesome-federated-learning-2
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
jgshu/CrypTen
A framework for Privacy Preserving Machine Learning
jgshu/crypten_vfl_demo
vertical federated learning demo with crypten
jgshu/Defending-Against-Backdoors-with-Robust-Learning-Rate
The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".
jgshu/ditto
Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)
jgshu/FedML
A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)
jgshu/FedProx
Federated Optimization in Heterogeneous Networks (MLSys '20)
jgshu/FL-privacy-protection-survey
联邦学习隐私保护综述
jgshu/FLTrust_pytorch
jgshu/frameworks
Sample code and build environments for MPC frameworks
jgshu/GrouProx
FedGroup, An Clustered Federated Learning framework based on Tensorflow
jgshu/MP-SPDZ
Versatile framework for multi-party computation
jgshu/MPC-SoK-frameworks
jgshu/PyGrid
A Peer-to-peer Platform for Secure, Privacy-preserving, Decentralized Data Science
jgshu/ReDetect
jgshu/Rosetta
A Privacy-Preserving Framework Based on TensorFlow
jgshu/SAFELearn
Secure Aggregation for FL
jgshu/SCFMTL
隐私保护-集群联邦多任务学习
jgshu/SecMML
SecMML: Secure MPC(multi-party computation) Machine Learning Framework
jgshu/secretflow
A unified framework for privacy-preserving data analysis and machine learning
jgshu/securenn-public
Implementation of protocols in SecureNN.
jgshu/securenn_benchmark
jgshu/STC
stc
jgshu/tf-encrypted
A Framework for Encrypted Machine Learning in TensorFlow
jgshu/Thesis