Code implementation of the paper "Federated Unlearning: How to Efficiently Erase a Client in FL?" published at UpML (part of ICML 2022)
☆47Sep 17, 2025Updated 8 months ago
Alternatives and similar repositories for federated-unlearning
Users that are interested in federated-unlearning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆17Feb 17, 2024Updated 2 years ago
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆112Apr 24, 2024Updated 2 years ago
- [NeurIPS 2024] Official implementation of the paper “Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity"☆27Feb 13, 2026Updated 3 months ago
- An Empirical Study of Federated Unlearning: Efficiency and Effectiveness (Accepted Conference Track Papers at ACML 2023)☆17Sep 29, 2023Updated 2 years ago
- ☆13Jun 1, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆23Oct 12, 2023Updated 2 years ago
- Repo on unlearning in FL. FYP22002@HKUCS.☆15Apr 22, 2023Updated 3 years ago
- Produce results of federated algorithms on various benchmarks☆16Oct 11, 2024Updated last year
- Accenture Labs Federated Learning☆107Mar 13, 2024Updated 2 years ago
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆18May 5, 2026Updated 2 weeks ago
- Utility to incrementally learn regular expressions from examples☆27Sep 18, 2025Updated 8 months ago
- This is the repository for the work "An ensemble mechanism to tackle the heterogeneity in asynchronous federated learning"☆10Nov 19, 2021Updated 4 years ago
- Functional encryption library for python☆22Aug 29, 2024Updated last year
- A demo of vertical federated learning on simple datasets☆23Nov 21, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Awesome Machine Unlearning (A Survey of Machine Unlearning)☆948May 7, 2026Updated 2 weeks ago
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆13Apr 28, 2025Updated last year
- Implementation of Federated Learning algorithms such as FedAvg, FedAvgM, SCAFFOLD, FedOpt, Mime using PyTorch.☆12Jan 2, 2023Updated 3 years ago
- Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.☆87Jun 27, 2023Updated 2 years ago
- Code for the DP cross-silo federated learning paper☆11Jul 10, 2020Updated 5 years ago
- Benchmark of federated learning. Dedicated to the community. 🤗☆678Jan 25, 2026Updated 3 months ago
- Diverse Client Selection for Federated Learning via Submodular Maximization☆34Aug 3, 2022Updated 3 years ago
- My Academic Website:https://jerrysys.top☆19Feb 21, 2025Updated last year
- Existing Literature about Machine Unlearning☆964Aug 29, 2025Updated 8 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official PyTorch Implementation for Continual Learning and Private Unlearning☆19Jul 19, 2022Updated 3 years ago
- Data-Free Knowledge Distillation☆23May 30, 2022Updated 3 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆46Feb 16, 2023Updated 3 years ago
- Code for the paper "FedFisher: Leveraging Fisher Information for One-Shot Federated Learning" by Divyansh Jhunjhunwala, Shiqiang Wang, an…☆14Feb 10, 2024Updated 2 years ago
- 🔬 FedCom为SWPU2022届本科毕业设计《基于社区检测的多任务聚类联邦学习》。本研究提出了一种多任务聚类联邦学习(clustered federated learning, CFL)的新方法,该方法的特点是基于社区检测(community detection)来进…☆71Mar 29, 2023Updated 3 years ago
- An implementation of RaptorQ Fountain Code as specified at http://tools.ietf.org/html/rfc6330☆22Jan 31, 2012Updated 14 years ago
- Pytorch implementation of backdoor unlearning.☆21Jun 8, 2022Updated 3 years ago
- (CVPR 2024) Communication-Efficient Federated Learning with Accelerated Client Gradient☆42Aug 15, 2025Updated 9 months ago
- [ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆183Feb 27, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Source code for the paper "Asynchronous Federated Optimization"☆26Jul 23, 2022Updated 3 years ago
- [ICLR 2025] Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization☆29Jan 27, 2026Updated 3 months ago
- Personalized Client-Edge-Cloud Hierarchical Federated Learning on Non-IID Data☆11Sep 7, 2023Updated 2 years ago
- ☆53Aug 17, 2024Updated last year
- ☆22Mar 20, 2023Updated 3 years ago
- Federated Learning with Partial Model Personalization☆42Jul 9, 2022Updated 3 years ago
- FedD3: Federated Learning via Decentralized Dataset Distillation☆30Apr 8, 2023Updated 3 years ago