Popular GitHub Repositories for Pysyft

Detect anomalies in network traffic data using Federated Machine Learning technique.

Credit Approval Classification Deep Learning Model using Differential Drivacy, Secure Multi-Party Computation, and Federated Learning

Healthcare-Researcher-Connector Package: Federated Learning tool for bridging the gap between Healthcare providers and researchers

A simple federated learning implementation on MNIST dataset using PySyft. Main goal of the project was to get used to the PySyft federated learning functionality instead of using traditional PyTorch features.

Securing Collaborative Medical AI by Using Differential Privacy

The project showcasing federated learning of model and testing on encrypted data and model

The implementation of the "Robust Federated Learning by Mixture of Experts" study.

Implementations notebooks and scripts of secured and private ai scholarship challenge from facebook.

The premise of this challenge is to build a habit of practicing new skills by making a public commitment of practicing the topics of Secure and Private AI program every day for 60 days.

:fire: Federated Learning Simplified with Frameworks

A collection of research and survey papers of differential privacy and federated learning

Secure and Private AI Scholarship Challenge Udacity

This repository will help you to understand how Federated learning can be implemented on Pima Indians Diabetic Dataset. It involves the use of OpenMined tool called Pysyft and Pytorch for implementation.

Secure & Private AI Challenge Codes