LPD-EPFL / byzflLinks
ByzFL: A Python library for robust federated learning, offering Byzantine-resilient aggregators, attack simulations, and ML pipelines for distributed systems. Compatible with PyTorch and NumPy.
☆27Updated this week
Alternatives and similar repositories for byzfl
Users that are interested in byzfl are comparing it to the libraries listed below
Sorting:
- Federated k-means clustering algorithm implementation and proof of concept.☆31Updated 3 years ago
- Privacy-preserving XGBoost Inference☆49Updated 2 years ago
- Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…☆30Updated 4 years ago
- federated-learning☆83Updated 2 years ago
- A ledger for private and secure peer to peer machine learning