breaching
federated-xgboost
| breaching | federated-xgboost | |
|---|---|---|
| 1 | 1 | |
| 242 | 64 | |
| - | - | |
| 0.0 | 1.2 | |
| 17 days ago | about 1 year ago | |
| Python | C++ | |
| MIT License | - |
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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.
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.
federated-xgboost
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Federated XGBoost
Have you seen this github repo? https://github.com/mc2-project/federated-xgboost
What are some alternatives?
FederatedScope - An easy-to-use federated learning platform
flower - Flower: A Friendly Federated Learning Framework
FATE - An Industrial Grade Federated Learning Framework
FedML - FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://fedml.ai) is your generative AI platform at scale.
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]
secure-xgboost - Secure collaborative training and inference for XGBoost.
FedScale - FedScale is a scalable and extensible open-source federated learning (FL) platform.
mc2 - A Platform for Secure Analytics and Machine Learning
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
AIJack - Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
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]
keepassxc - KeePassXC is a cross-platform community-driven port of the Windows application “Keepass Password Safe”.