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.

Blockchain-based federated learning modular framework.

Papers related to Federated Learning in all top venues

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

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

Stochastic Participant Selection on Dynamic Vertical FL System via Data Padding

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

A benchmark suite for Vertical Federated Unlearning (VFU), offering standardized datasets, evaluation metrics (accuracy, MIA, runtime, backdoor success), and paper references to unify and compare unlearning methods across modalities.

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