mtuann / fedlearn-backdoor-attacksLinks
Fast integration of backdoor attacks in machine learning and federated learning.
☆54Updated last year
Alternatives and similar repositories for fedlearn-backdoor-attacks
Users that are interested in fedlearn-backdoor-attacks are comparing it to the libraries listed below
Sorting:
- IBA: Towards Irreversible Backdoor Attacks in Federated Learning (Poster at NeurIPS 2023)☆36Updated last year
- Backdoor Stuff in AI/ ML domain☆27Updated this week
- [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
- Scope: On Detecting Constrained Backdoor Attacks in Federated Learning☆15Updated 5 months ago
- ☆52Updated last year
- [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
- [Usenix Security 2024] Official code implementation of "BackdoorIndicator: Leveraging OOD Data for Proactive Backdoor Detection in Federa…☆37Updated 9 months ago
- An Empirical Study of Federated Unlearning: Efficiency and Effectiveness (Accepted Conference Track Papers at ACML 2023)☆17Updated last year
- FLPoison: Benchmarking Poisoning Attacks and Defenses in Federated Learning☆29Updated 4 months ago
- ☆26Updated last year
- Papers related to Federated Learning in all top venues☆33Updated 2 weeks ago
- ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341☆73Updated 2 years ago
- ☆23Updated last year
- ☆15Updated last year
- ☆70Updated 3 years ago
- ☆55Updated 2 years ago
- Official Implementation of "Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning"☆9Updated 4 months ago
- Code for Data Poisoning Attacks Against Federated Learning Systems☆194Updated 4 years ago
- reproduce the FLTrust model based on the paper "FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping"☆30Updated 2 years ago
- A backdoor defense for federated learning via isolated subspace training (NeurIPS2023)☆25Updated last year
- FL-Defender: Combating Targeted Attacks in Federated Learning☆1Updated 2 years ago
- Multi-metrics adaptively identifies backdoors in Federated learning☆27Updated last week
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆48Updated last year
- FLTracer: Accurate Poisoning Attack Provenance in Federated Learning☆22Updated last year
- Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning☆38Updated 2 years ago
- ☆14Updated last year
- Code for ML Doctor☆91Updated 10 months ago
- The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".☆34Updated 2 years ago
- ☆39Updated last year