THUYimingLi / BackdoorBoxLinks
The open-sourced Python toolbox for backdoor attacks and defenses.
☆583Updated 2 months ago
Alternatives and similar repositories for BackdoorBox
Users that are interested in BackdoorBox are comparing it to the libraries listed below
Sorting:
- ☆533Updated last month
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆296Updated last year
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆216Updated last year
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆269Updated 7 months ago
- A compact toolbox for backdoor attacks and defenses.☆178Updated last year
- A list of backdoor learning resources☆1,120Updated last year
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆181Updated 2 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆128Updated 9 months ago
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆370Updated 2 years ago
- 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
- Invisible Backdoor Attack with Sample-Specific Triggers☆97Updated 3 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆129Updated last year
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆296Updated 5 years ago
- A curated list of academic events on AI Security & Privacy☆160Updated 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 4 years ago
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆144Updated 3 months ago
- ☆347Updated last month
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆187Updated 2 months ago
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆20Updated 8 months ago
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆187Updated 2 years ago
- ☆223Updated last week
- The implementation of the IEEE S&P 2024 paper MM-BD: Post-Training Detection of Backdoor Attacks with Arbitrary Backdoor Pattern Types Us…☆13Updated last year
- A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…☆285Updated 8 months ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆183Updated 5 months ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated last month
- ☆14Updated last year
- TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.☆380Updated 2 weeks ago
- ☆12Updated last week
- ☆114Updated 2 months ago
- A paper list for localized adversarial patch research☆155Updated 3 weeks ago