mtuann / backdoor-ai-resourcesLinks
Backdoor Stuff in AI/ ML domain
☆33Updated last week
Alternatives and similar repositories for backdoor-ai-resources
Users that are interested in backdoor-ai-resources are comparing it to the libraries listed below
Sorting:
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆60Updated last year
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆43Updated 4 months ago
- IBA: Towards Irreversible Backdoor Attacks in Federated Learning (Poster at NeurIPS 2023)☆39Updated 4 months ago
- ☆30Updated 2 years ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆285Updated last year
- Code for Backdoor Attacks Against Dataset Distillation☆35Updated 2 years ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 6 months ago
- [Usenix Security 2024] Official code implementation of "BackdoorIndicator: Leveraging OOD Data for Proactive Backdoor Detection in Federa…☆48Updated 4 months ago
- Code for ML Doctor☆92Updated last year
- ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341☆82Updated 2 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆133Updated 2 years ago
- Code related to the paper "Machine Unlearning of Features and Labels"☆72Updated last year
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆193Updated 3 years ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆232Updated last year
- [ICLR2024] "Backdoor Federated Learning by Poisoning Backdoor-Critical Layers"☆51Updated last year
- ☆26Updated last year
- Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning☆41Updated 2 years ago
- ☆73Updated 3 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆104Updated 3 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆61Updated last year
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆133Updated last year
- [Oakland 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks☆27Updated 9 months ago
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆51Updated 3 years ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆302Updated 5 months ago
- ☆36Updated last year
- 复现了下Neural Cleanse这篇论文,真的是简单而有效,发在了okaland☆33Updated 4 years ago
- The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".☆35Updated 3 years ago
- ☆54Updated 2 years ago
- ☆27Updated 2 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆83Updated 2 years ago