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).
☆31Updated last year
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.☆179Updated 2 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆97Updated 3 years ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆266Updated 6 months ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated last month
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆216Updated last year
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆127Updated 8 months ago
- ☆25Updated 11 months ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆128Updated last year
- Anti-Backdoor learning (NeurIPS 2021)☆82Updated 2 years ago
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks☆17Updated 6 years ago
- ☆21Updated 2 years ago
- 复现了下Neural Cleanse这篇论文，真的是简单而有效，发在了okaland☆30Updated 4 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆57Updated 8 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…☆292Updated 11 months ago
- ☆82Updated 4 years ago
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆140Updated 2 months ago
- This is the source code for MEA-Defender. Our paper is accepted by the IEEE Symposium on Security and Privacy (S&P) 2024.☆25Updated last year
- Code for ML Doctor☆91Updated 11 months ago
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆42Updated 7 months ago
- ☆27Updated last year
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆59Updated 7 months ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆35Updated last year
- ☆524Updated last month
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆123Updated 3 years ago
- Code for Backdoor Attacks Against Dataset Distillation☆35Updated 2 years ago
- [NDSS 2025] Official code for our paper "Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Wate…☆39Updated 9 months ago
- [Oakland 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks☆27Updated 3 months ago
- A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…☆280Updated 8 months ago
- ☆13Updated last year