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vertical-federated-learning

Here are 16 public repositories matching this topic...

chaoyanghe / Awesome-Federated-Learning

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

Updated Sep 3, 2022

OpenMined / PyVertical

Privacy Preserving Vertical Federated Learning

psi federated-learning private-set-intersection vertical-federated-learning splitnn split-neural-network partitioned-data

Updated Jun 1, 2023
Python

monk1337 / Aweome-Heathcare-Federated-Learning

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

Updated Feb 19, 2023

hacdias / blocklearning

Blockchain-based federated learning modular framework.

machine-learning blockchain federated-learning vertical-federated-learning horizontal-federated-learning

Updated Nov 9, 2022
Python

sb-ai-lab / Stalactite

Stalactite is the framework implementing the vertical federated learning paradigm.

federated-learning vertical-federated-learning

Updated Dec 11, 2024
Python

ngc436 / awesome-vertical-federated-learning

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

security machine-learning awesome privacy differential-privacy federated-learning vertical-federated-learning

Updated Jan 18, 2025

Xtra-Computing / FedSim

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

pytorch federated-learning vertical-federated-learning

Updated Mar 28, 2023
Python

TTitcombe / simple-vfl

A demo of vertical federated learning on simple datasets

titanic-survival-prediction vfl vertical-federated-learning

Updated Nov 21, 2020
Python

mtuann / federated-learning-updated-papers

Papers related to Federated Learning in all top venues

federated-learning distributed-learning vertical-federated-learning trustworthy-machine-learning data-heterogeneity horizontal-federated-learning federated-transfer-learning trustworthy-federated-learning

Updated Mar 24, 2025

zhxchd / vFedCCE

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

machine-learning deep-learning tensorflow keras federated-learning private-deep-learning vertical-federated-learning

Updated Aug 24, 2021
Jupyter Notebook

APPFL / VerticalFL

Vertical Federated Learning Case Study using APPFL

vertical-federated-learning

Updated Aug 8, 2024
Jupyter Notebook

guanwei49 / DUAL

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

unsupervised-learning anomaly-detection vertical-federated-learning collaborative-business-process

Updated Mar 24, 2025
Python

r-gheda / Dynamic-VFPS

Stochastic Participant Selection on Dynamic Vertical FL System via Data Padding

feature-selection artificial-intelligence federated-learning vertical-federated-learning participant-selection

Updated Jun 25, 2023
Jupyter Notebook

elaaatif / Federated-Learning-with-Blockchain

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

smart-contracts blockchain solidity blockchain-technology solidity-contracts federated-learning vertical-federated-learning horizontal-federated-learning

Updated Feb 22, 2025
Jupyter Notebook

zhao-zilong / gtv

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

gan generative-model vertical-federated-learning

Updated Mar 20, 2025
Python

Andron00e / JAST

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

privacy split-learning vertical-federated-learning feature-reconstruction

Updated Dec 19, 2024
Jupyter Notebook

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