THUYimingLi / BackdoorBoxLinks
The open-sourced Python toolbox for backdoor attacks and defenses.
☆633Updated 3 months ago
Alternatives and similar repositories for BackdoorBox
Users that are interested in BackdoorBox are comparing it to the libraries listed below
Sorting:
- ☆573Updated 6 months ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆302Updated 4 months ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆231Updated last year
- A compact toolbox for backdoor attacks and defenses.☆191Updated last year
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆284Updated last year
- A list of backdoor learning resources☆1,157Updated last year
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆133Updated last year
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆194Updated 3 years ago
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆312Updated 5 years ago
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆377Updated 2 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆104Updated 3 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆133Updated 2 years ago
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆22Updated last year
- 复现了下Neural Cleanse这篇论文,真的是简单而有效,发在了okaland☆33Updated 4 years ago
- 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
- A curated list of academic events on AI Security & Privacy☆167Updated last year
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆213Updated 7 months ago
- A list of recent papers about adversarial learning☆277Updated this week
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆172Updated 7 months ago
- TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.☆433Updated 3 weeks ago
- ☆126Updated 3 months ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 6 months ago
- ☆369Updated last week
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆199Updated 2 years ago
- ☆17Updated last year
- The implementation of the IEEE S&P 2024 paper MM-BD: Post-Training Detection of Backdoor Attacks with Arbitrary Backdoor Pattern Types Us…☆17Updated last year
- ☆12Updated last month
- A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…☆324Updated 2 months 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
- ☆223Updated 4 months ago