This repository records the algorithm for federated average. The implementation is pytorch.

Federated Learning using Sockets on Android - A Demo

A PyTorch implementation of DropGrad regularization for Federated Learning

​ This project implements the partially homomorphic Paillier algorithm and extends and optimizes encryption, decryption, matrix multiplication, and other operations on Numpy matrices, thereby enhancing speed.

Federated Learning Dashboard for CICIoT Dataset

This project simulates the asynchronous federated training of classifiers on standard datasets.

CTR Prediction Model Developed In A Federated Setup On Avazu Dataset.

A Open Source Federated Learning Simulation Framework for Everyone

Federated Learning Framework for security researcher

Simulating Federated Learning using Smart Contracts

Proof of Stake Blockchain supporting Federated Learning

Method-reproduction code for Federated Regressive Learning (2024). Includes programmatic scenario generators (S1–S3), baselines, and seeded experiments.

SDN-based Federated Learning framework for IoT–satellite networks. Combines SDN traffic regulation and OpenMined federated learning framework to classify and block malicious flows, achieving high accuracy while preserving data privacy.

Privacy-first decentralized AI training network combining federated learning, blockchain incentives, and quantum-safe cryptography. Enable secure collaborative model development without sharing raw data.

A Point Transformer with Federated Learning for HER2 Status Prediction

Enhancing domain generalization in the AI-based analysis of chest radiographs with federated learning

Collaborative machine learning (federated learning) resource manager