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:
- Privacy Preserving Vertical Federated Learning☆218Updated 2 years ago
- A Simulator for Privacy Preserving Federated Learning☆95Updated 4 years ago
- Federated Learning on XGBoost☆46Updated 5 years ago
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Updated 4 years ago
- A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.☆182Updated 4 years ago
- Code for NIPS'2017 paper☆51Updated 5 years ago
- A curated list of resources dedicated to federated learning.☆104Updated 3 years ago
- Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…☆45Updated 3 years ago
- Federated Learning mini-framework with Keras☆35Updated 5 years ago
- ☆169Updated 7 years ago
- ☆72Updated last year
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆67Updated 4 years ago
- Federated learning convolution neural network (FL-CNN) to detect mode of transport from Itinerum GPS trajectories.☆35Updated 6 years ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆46Updated 2 years ago
- Simulate a federated setting and run differentially private federated learning.☆381Updated 6 months ago
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆135Updated 2 years ago
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆519Updated 2 weeks ago
- A ledger for private and secure peer to peer machine learning☆109Updated 2 years ago
- A federated learning demo for AlexNet on CIFAR-10 dataset, basing on Tensorflow.☆61Updated 4 years ago
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆306Updated last year
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆75Updated 7 months ago
- resources about federated learning and privacy in machine learning☆540Updated last year
- tf implementation of federated learning☆42Updated 6 years ago
- Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)☆197Updated 7 years ago
- Code for paper "Interpret Federated Learning with Shapley Values"☆39Updated 6 years ago
- Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference…☆126Updated 2 years ago
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆477Updated 2 years ago
- A sybil-resilient distributed learning protocol.☆105Updated 3 weeks ago
- vertical federated learning paper lists☆76Updated 4 years ago
- This project implements the OpenMined tutorials and simulates the distributed model training process using 2 RPIs(Raspberry Pi).☆118Updated 5 years ago