shentt67 / VFL_Survey
Vertical Federated Learning for Effectiveness, Security, Applicability: A Survey, by MARS Group at Wuhan University.
☆11Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for VFL_Survey
- The code of the attack scheme in the paper "Backdoor Attack Against Split Neural Network-Based Vertical Federated Learning"☆13Updated last year
- Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).☆23Updated 2 years ago
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆13Updated 4 months ago
- Official Repository for ResSFL (accepted by CVPR '22)☆20Updated 2 years ago
- ☆41Updated last year
- ☆38Updated 3 years ago
- ☆31Updated 2 years ago
- Official PyTorch implementation of DENSE (NeurIPS 2022)☆25Updated last year
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆37Updated 3 years ago
- ☆34Updated 2 years ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆24Updated last year
- ☆8Updated 3 years ago
- ☆22Updated last year
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆20Updated 2 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆39Updated last year
- Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…☆22Updated last month
- ☆64Updated 2 years ago
- ICML2022: Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning☆40Updated 2 years ago
- Official Implementation of ICML'23 "Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting".☆13Updated last year
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆32Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆66Updated 3 weeks ago
- ☆58Updated last year
- Paper: Vertical Federated Knowledge Transfer via Representation Distillation☆13Updated last year
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆81Updated 3 months ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆55Updated last year
- The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".☆30Updated 2 years ago
- ☆53Updated last year
- Multi-metrics adaptively identifies backdoors in Federated learning☆23Updated 10 months ago
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆27Updated last year
- Simplified Implementation of FedPAC☆48Updated 11 months ago