mtuann / fedlearn-backdoor-attacksLinks
Fast integration of backdoor attacks in machine learning and federated learning.
☆55Updated 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:
- Backdoor Stuff in AI/ ML domain☆27Updated last week
- IBA: Towards Irreversible Backdoor Attacks in Federated Learning (Poster at NeurIPS 2023)☆36Updated last year
- Code for Data Poisoning Attacks Against Federated Learning Systems☆195Updated 4 years ago
- ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341☆73Updated 2 years ago
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆367Updated 2 years ago
- ☆52Updated 2 years ago
- ☆31Updated last year
- FLPoison: Benchmarking Poisoning Attacks and Defenses in Federated Learning☆30Updated 4 months ago
- [Usenix Security 2024] Official code implementation of "BackdoorIndicator: Leveraging OOD Data for Proactive Backdoor Detection in Federa…☆40Updated 9 months ago
- A compact toolbox for backdoor attacks and defenses.☆175Updated last year
- The open-sourced Python toolbox for backdoor attacks and defenses.☆566Updated last month
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆42Updated 6 months ago
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆57Updated 7 months ago
- ☆16Updated last year
- The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.☆62Updated 2 years ago
- ☆26Updated last year
- DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)☆196Updated 3 years ago
- Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"☆147Updated 2 years ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆265Updated 6 months ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆50Updated last year
- ☆70Updated 3 years ago
- ☆19Updated 2 years ago
- Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.☆83Updated 2 years ago
- Scope: On Detecting Constrained Backdoor Attacks in Federated Learning☆16Updated 2 weeks ago
- reproduce the FLTrust model based on the paper "FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping"☆30Updated 2 years ago
- A sybil-resilient distributed learning protocol.☆105Updated last year
- A backdoor defense for federated learning via isolated subspace training (NeurIPS2023)☆26Updated last year
- ☆39Updated last year
- PyTorch implementation of Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance☆34Updated 9 months ago
- ☆338Updated 3 weeks ago