ngc436 / awesome-vertical-federated-learning
A curated list of advancements in Vertical Federated Learning, frameworks and libraries.
☆33Updated last month
Alternatives and similar repositories for awesome-vertical-federated-learning:
Users that are interested in awesome-vertical-federated-learning are comparing it to the libraries listed below
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆92Updated 7 months ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆26Updated last year
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆20Updated 3 years ago
- Papers related to federated learning in top conferences (2020-2024).☆68Updated 4 months ago
- ☆41Updated 10 months ago
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆13Updated 8 months ago
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆20Updated last year
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆82Updated 3 weeks ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆43Updated last year
- ☆54Updated 2 years ago
- ☆61Updated last year
- Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).☆23Updated 2 years ago
- The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clien…☆74Updated 2 years ago
- ☆38Updated 3 years ago
- Official PyTorch implementation of DENSE (NeurIPS 2022)☆30Updated 2 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆55Updated last year
- ☆33Updated 3 years ago
- 基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型☆62Updated 4 years ago
- ☆36Updated 3 years ago
- ☆24Updated 3 years ago
- ☆15Updated last year
- Tutorials and paper lists for federated learning☆67Updated 2 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆44Updated last year
- Federated Learning Framework Benchmark (UniFed)☆49Updated last year
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆43Updated 2 months ago
- ☆25Updated last year
- ☆40Updated last year
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆68Updated 2 years ago
- ☆16Updated 6 months ago
- Official Implementation of ICML'23 "Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting".☆14Updated last year