adesgautam / FedlearnLinks
An implementation for a federated learning environment in python using Keras
☆24Updated 6 years ago
Alternatives and similar repositories for Fedlearn
Users that are interested in Fedlearn are comparing it to the libraries listed below
Sorting:
- Federated Learning on XGBoost☆46Updated 6 years ago
- Federated Learning mini-framework with Keras☆35Updated 6 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 4 years ago
- Simulate a federated setting and run differentially private federated learning.☆384Updated 9 months ago
- Privacy Preserving Vertical Federated Learning☆221Updated 2 years ago
- A Simulator for Privacy Preserving Federated Learning☆96Updated 4 years ago
- ☆168Updated 8 years ago
- A curated list of resources dedicated to federated learning.☆104Updated 3 years ago
- tf implementation of federated learning☆42Updated 6 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Updated 4 years ago
- Code for NIPS'2017 paper☆51Updated 5 years ago
- ☆73Updated 2 years ago
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆307Updated last year
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Updated 4 years ago
- Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…☆46Updated 4 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Updated 4 years ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆523Updated 3 months ago
- Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference…☆127Updated 2 years ago
- A ledger for private and secure peer to peer machine learning☆111Updated 2 years ago
- ☆31Updated 7 years ago
- Code for paper "Interpret Federated Learning with Shapley Values"☆39Updated 6 years ago
- vertical federated learning paper lists☆77Updated 4 years ago
- Federated Learning Demo in Python using Socket Programming☆89Updated last year
- Fair Resource Allocation in Federated Learning (ICLR '20)☆252Updated 2 years ago
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆152Updated 3 years ago
- resources about federated learning and privacy in machine learning☆543Updated last year
- Related material on Federated Learning☆26Updated 5 years ago
- federated-learning☆85Updated 2 years ago
- Implementation of dp-based federated learning framework using PyTorch☆314Updated 2 years ago
- An Efficient Learning Framework For Federated XGBoostUsing Secret Sharing And Distributed Optimization☆32Updated 9 months ago