Differential Privacy Based Federated Learning
wenzhu23333
Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fas…
OPENAGENTSKILL / DIRECTORY
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wenzhu23333
Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fas…
FederatedAI
Manage federated learning workload using cloud native technologies.
FedML-AI
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further e…
JonasGeiping
Breaching privacy in federated learning scenarios for vision and text
owkin
Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.
iammcy
This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning framework with Committee consensu…
Qihoo360
A Flexible, Fast, Federated(3F) SQL Analysis Middleware for Multiple Data Sources
kaapana
Kaapana is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and fede…
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