Flip
FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning [ICLR‘23, Best Paper Award at ECCV’22 AROW Workshop]
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Trojanzoo | 260 | 3 months ago | 18 | November 10, 2023 | 14 | gpl-3.0 | Python | |||
| TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning. | ||||||||||
| Backdoors101 | 231 | a year ago | mit | Python | ||||||
| Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors. | ||||||||||
| Badnets Pytorch | 70 | 2 years ago | 1 | mit | Python | |||||
| Simple PyTorch implementations of Badnets on MNIST and CIFAR10. | ||||||||||
| Flip | 24 | 8 months ago | 1 | mit | Python | |||||
| FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning [ICLR‘23, Best Paper Award at ECCV’22 AROW Workshop] | ||||||||||
| Refool | 21 | 2 years ago | 7 | Python | ||||||
| Neural Network Backdoors | 11 | 2 years ago | 1 | Jupyter Notebook | ||||||
| Implementations and demo of a regular Backdoor and a Latent backdoor attack on Deep Neural Networks. | ||||||||||
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