msrflute
breaching
| msrflute | breaching | |
|---|---|---|
| 1 | 1 | |
| 178 | 242 | |
| 0.6% | - | |
| 3.7 | 0.0 | |
| 4 months ago | 16 days ago | |
| Python | Python | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
msrflute
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.
What are some alternatives?
Federated-Learning-in-PyTorch - Handy PyTorch implementation of Federated Learning (for your painless research)
FederatedScope - An easy-to-use federated learning platform
FATE - An Industrial Grade 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]
FedScale - FedScale is a scalable and extensible open-source federated learning (FL) platform.
federated-xgboost - Federated gradient boosted decision tree learning
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
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]
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
ml-model-watermarking - Protect your machine learning models easily and securely with watermarking 🔑