sail-research / fed-unlearnLinks
An Empirical Study of Federated Unlearning: Efficiency and Effectiveness (Accepted Conference Track Papers at ACML 2023)
☆17Updated last year
Alternatives and similar repositories for fed-unlearn
Users that are interested in fed-unlearn are comparing it to the libraries listed below
Sorting:
- IBA: Towards Irreversible Backdoor Attacks in Federated Learning (Poster at NeurIPS 2023)☆36Updated last year
- Code implementation of the paper "Federated Unlearning: How to Efficiently Erase a Client in FL?" published at UpML (part of ICML 2022)☆38Updated last month
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆42Updated 3 years ago
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆93Updated last year
- ☆18Updated 4 years ago
- ☆38Updated 4 years ago
- ☆23Updated last year
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆56Updated 6 months ago
- ☆19Updated 2 years ago
- FLPoison: Benchmarking Poisoning Attacks and Defenses in Federated Learning☆29Updated 4 months ago
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆41Updated 5 months ago
- ☆30Updated last year
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆48Updated last year
- ☆55Updated 2 years ago
- ☆70Updated 3 years ago
- Papers related to Federated Learning in all top venues☆33Updated 2 weeks ago
- ☆26Updated last year
- ☆39Updated last year
- The core code for our paper "Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning".☆20Updated last year
- A backdoor defense for federated learning via isolated subspace training (NeurIPS2023)☆25Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆69Updated 8 months ago
- ☆14Updated 3 years ago
- Implementation of BapFL: You can Backdoor Attack Personalized Federated Learning☆13Updated last year
- This is official code for ACIIDS2022 paper "Meta-learning and Personalization layer in Federated learning"☆29Updated last year
- Official PyTorch implementation of DENSE (NeurIPS 2022)☆30Updated 2 years ago
- PyTorch implementation of Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance☆32Updated 8 months ago
- ☆52Updated last year
- ☆16Updated 5 months ago
- Repo on unlearning in FL. FYP22002@HKUCS.☆11Updated 2 years ago
- A federated clustering approach with the corresponding unlearning mechanism (ICLR 2023)☆21Updated last year