ngc436 / awesome-vertical-federated-learningLinks
A curated list of advancements in Vertical Federated Learning, frameworks and libraries.
☆36Updated 3 months ago
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
Sorting:
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆98Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆70Updated last year
- Practical Vertical Federated Learning with Unsupervised Representation Learning (TBD 2022)☆21Updated 3 years ago
- ☆55Updated 2 years ago
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆28Updated 2 years ago
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆149Updated 8 months ago
- ☆47Updated last year
- ☆176Updated last year
- ☆70Updated 3 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57Updated 2 years ago
- A sybil-resilient distributed learning protocol.☆104Updated 2 months ago
- ☆38Updated 4 years ago
- [ACM Computing Survey 2025] Vertical Federated Learning for Effectiveness, Security, Applicability: A Survey, by MARS Group at Wuhan Univ…☆22Updated 7 months ago
- The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clien…☆84Updated 2 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆149Updated 3 years ago
- Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"☆147Updated 3 years ago
- PyTorch implementation of Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance☆35Updated last year
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆49Updated 2 years ago
- ☆40Updated 2 years ago
- ☆65Updated 2 years ago
- 📦 Collect some Asynchronous Federated Learning papers.☆117Updated last year
- A curated repository for various papers in the domain of split learning.☆54Updated last year
- CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)☆73Updated 4 years ago
- Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic cl…☆11Updated last year
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆103Updated last year
- ☆36Updated 3 years ago
- ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341☆76Updated 2 years ago
- 基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型☆65Updated 5 years ago
- Robust aggregation for federated learning with the RFA algorithm.☆51Updated 3 years ago
- DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)☆197Updated 4 years ago