FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

Privacy Preserving Vertical Federated Learning

A curated list of Federated Learning papers/articles and recent advancements.

Papers related to Federated Learning in all top venues

Blockchain-based federated learning modular framework.

A curated list of advancements in Vertical Federated Learning, frameworks and libraries.

Stalactite is the framework implementing the vertical federated learning paradigm.

A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)

A demo of vertical federated learning on simple datasets

A vertical federated learning algorithm for classfication problems with gradient-based optimization.

DUAL: A Federated Unsupervised Anomaly Detection Framework for Collaborative Business Processes

Defend against Label Inference Attacks in Vertical Federated Learning via Label Compression

This project implements Federated Learning (FL) models—both Horizontal and Vertical—for diabetes prediction while ensuring secure client-server communication using Solidity-based smart contracts

Vertical Federated Learning Case Study using APPFL

General Test-Time Backdoor Detection in Split Neural Network-Based Vertical Federated Learning

Robust Vertical Federated Inference for Multi-UAV Collaboration System

''Just a Simple Transformation is Enough for Data Protection in Vertical Federated Learning''

Stochastic Participant Selection on Dynamic Vertical FL System via Data Padding

DEB: A Two-Stage Backdoor Defense for Split Neural Network-Based Vertical Federated Learning

This is official repo for paper "GTV: Generating Tabular Data via Vertical Federated Learning"