breaching
FATE
| breaching | FATE | |
|---|---|---|
| 1 | 2 | |
| 242 | 5,510 | |
| - | 0.6% | |
| 0.0 | 9.9 | |
| 17 days ago | about 2 months ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
breaching
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[P] Here's our new framework for Privacy Attacks in Federated Learning
We recently uploaded our framework for privacy attacks in federated learning. You can find it here: https://github.com/JonasGeiping/breaching. We include a sizable number of known attacks for deep neural networks in vision and text domains and some new ones.
FATE
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[D] Federated Learning Libraries in 2022?
FATE is very popular in China.
- Federated Learning
What are some alternatives?
FederatedScope - An easy-to-use federated learning platform
flower - Flower: A Friendly Federated Learning Framework
pytorch-lightning - The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate. [Moved to: https://github.com/PyTorchLightning/pytorch-lightning]
ImageAI - A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
FedScale - FedScale is a scalable and extensible open-source federated learning (FL) platform.
openfl - The Open Flash Library for creative expression on the web, desktop, mobile and consoles.
federated-xgboost - Federated gradient boosted decision tree learning
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
openfl - An open framework for Federated Learning.
pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]
fedjax - FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.