THUYimingLi / BackdoorBox
The open-sourced Python toolbox for backdoor attacks and defenses.
☆519Updated last week
Alternatives and similar repositories for BackdoorBox:
Users that are interested in BackdoorBox are comparing it to the libraries listed below
- ☆469Updated last week
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆290Updated 7 months ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆197Updated last year
- A compact toolbox for backdoor attacks and defenses.☆166Updated 8 months ago
- A list of backdoor learning resources☆1,094Updated 7 months ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆237Updated 2 months ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆121Updated 4 months ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆124Updated last year
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆121Updated 3 years ago
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆357Updated 2 years ago
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆280Updated 5 years ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆170Updated 2 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆94Updated 2 years ago
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆15Updated 3 months ago
- A curated list of academic events on AI Security & Privacy☆146Updated 6 months ago
- A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…☆246Updated 3 months ago
- ☆99Updated 11 months ago
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆162Updated 2 months ago
- TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.☆335Updated 2 months ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆165Updated last month
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆107Updated last year
- 复现了下Neural Cleanse这篇论文,真的是简单而有效,发在了okaland☆30Updated 3 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆82Updated last year
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆173Updated last year
- A unified benchmark problem for data poisoning attacks☆153Updated last year
- A paper list for localized adversarial patch research☆146Updated last year
- Revisiting Transferable Adversarial Images (arXiv)☆121Updated last week
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆54Updated 4 months ago
- ☆142Updated 5 months ago
- ☆324Updated 2 weeks ago