Popular GitHub Repositories for Vertical Federated Learning

Privacy Preserving Vertical Federated Learning

Blockchain-based federated learning modular framework.

Stalactite is the framework implementing the vertical federated learning paradigm.

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

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

Papers related to Federated Learning in all top venues

A vertical federated learning algorithm for class?cation problems with gradient-based optimization.

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

Stochastic Participant Selection on Dynamic Vertical FL System via Data Padding