Federated-Learning-Backdoor
FATE
| Federated-Learning-Backdoor | FATE | |
|---|---|---|
| 1 | 2 | |
| 56 | 5,518 | |
| - | 0.8% | |
| 1.1 | 9.9 | |
| about 1 year ago | 7 days ago | |
| Python | Python | |
| - | Apache License 2.0 |
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Federated-Learning-Backdoor
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[R] Correct way to implement client-level DP in Federated Learning
Take a look at https://github.com/kiddyboots216/CommEfficient (branch -> attacks) and https://github.com/jhcknzzm/Federated-Learning-Backdoor
FATE
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[D] Federated Learning Libraries in 2022?
FATE is very popular in China.
- Federated Learning
What are some alternatives?
flower - Flower: A Friendly Federated Learning Framework
ImageAI - A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
openfl - The Open Flash Library for creative expression on the web, desktop, mobile and consoles.
FederatedScope - An easy-to-use federated learning platform
openfl - An open framework for Federated Learning.
fedjax - FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
breaching - Breaching privacy in federated learning scenarios for vision and text
openRiskScore - A python framework for risk scoring
fsnrnue - Lutris-based Linux installer for Fate/stay night [Réalta Nua] Ultimate Edition
FedScale - FedScale is a scalable and extensible open-source federated learning (FL) platform.
CommEfficient - PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms
algorithms - Minimal examples of data structures and algorithms in Python