lvpeizhuo / Data-free_BackdoorLinks
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
Alternatives and similar repositories for Data-free_Backdoor
Users that are interested in Data-free_Backdoor are comparing it to the libraries listed below
Sorting:
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆192Updated 3 years ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆229Updated last year
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆282Updated 11 months ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆103Updated 3 years ago
- 复现了下Neural Cleanse这篇论文,真的是简单而有效,发在了okaland☆32Updated 4 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆130Updated last year
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆171Updated 6 months ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 5 months ago
- ☆567Updated 5 months ago
- Anti-Backdoor learning (NeurIPS 2021)☆84Updated 2 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆132Updated 2 years ago
- Code for ML Doctor☆92Updated last year
- ☆26Updated last year
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆302Updated 3 months ago
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆43Updated 3 months ago
- [NDSS 2025] Official code for our paper "Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Wate…☆45Updated last year
- ☆16Updated last year
- ☆32Updated 4 years 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
- ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341☆77Updated 2 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
- ☆19Updated 3 years ago
- Code for Backdoor Attacks Against Dataset Distillation☆35Updated 2 years ago
- [Oakland 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks☆26Updated 8 months ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆126Updated 3 years ago
- Backdoor Stuff in AI/ ML domain☆32Updated last week
- The open-sourced Python toolbox for backdoor attacks and defenses.☆616Updated 2 months ago
- This is the documentation of the Tensorflow/Keras implementation of Latent Backdoor Attacks. Please see the paper for details Latent Back…☆21Updated 4 years ago
- ☆30Updated 2 years ago
- Reverse Engineering Imperceptible Backdoor Attacks on Deep Neural Networks for Detection and Training Set Cleansing☆14Updated 4 years ago