mtuann / fedlearn-backdoor-attacksLinks
Fast integration of backdoor attacks in machine learning and federated learning.
☆57Updated 2 years ago
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)☆39Updated 4 months ago
- Backdoor Stuff in AI/ ML domain☆34Updated this week
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆377Updated 2 years ago
- [Usenix Security 2024] Official code implementation of "BackdoorIndicator: Leveraging OOD Data for Proactive Backdoor Detection in Federa…☆48Updated 4 months ago
- ☆36Updated last year
- A compact toolbox for backdoor attacks and defenses.☆190Updated last year
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆282Updated last year
- ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341☆80Updated 2 years ago
- The open-sourced Python toolbox for backdoor attacks and defenses.☆628Updated 3 months ago
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆60Updated last year
- ☆55Updated 2 years ago
- FLPoison: Benchmarking Poisoning Attacks and Defenses in Federated Learning☆44Updated 3 months ago
- ☆30Updated 2 years ago
- Code for Data Poisoning Attacks Against Federated Learning Systems☆205Updated 4 years ago
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆43Updated 4 months ago
- DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)☆202Updated 4 years ago
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆213Updated 7 months ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆231Updated last year
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆312Updated 5 years ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆302Updated 4 months ago
- ☆25Updated last month
- [ICLR2024] "Backdoor Federated Learning by Poisoning Backdoor-Critical Layers"☆51Updated last year
- Webank AI☆42Updated 10 months ago
- An Efficient & Standardized Benchmark Suite for Backdoor Attacks in Federated Learning☆47Updated last month
- Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.☆65Updated last year
- ☆369Updated last week
- An Empirical Study of Federated Unlearning: Efficiency and Effectiveness (Accepted Conference Track Papers at ACML 2023)☆18Updated 2 years ago
- ☆573Updated 6 months ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆133Updated 2 years ago
- This is the source code for Data-free Backdoor. Our paper is accepted by the 32nd USENIX Security Symposium (USENIX Security 2023).☆34Updated 2 years ago