THUYimingLi / BackdoorBox
The open-sourced Python toolbox for backdoor attacks and defenses.
☆529Updated last month
Alternatives and similar repositories for BackdoorBox:
Users that are interested in BackdoorBox are comparing it to the libraries listed below
- ☆485Updated 3 weeks ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆291Updated 8 months ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆246Updated 3 months ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆199Updated last year
- A compact toolbox for backdoor attacks and defenses.☆170Updated 9 months ago
- A list of backdoor learning resources☆1,100Updated 8 months ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆170Updated 2 years ago
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆359Updated 2 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆125Updated last year
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆283Updated 5 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆121Updated 5 months ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆122Updated 3 years ago
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆18Updated 4 months ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆94Updated 2 years ago
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆110Updated last year
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆175Updated 2 years ago
- TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.☆342Updated 3 months ago
- ☆326Updated last month
- A curated list of academic events on AI Security & Privacy☆148Updated 7 months ago
- A unified benchmark problem for data poisoning attacks☆155Updated 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
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆167Updated 3 weeks ago
- ☆101Updated last year
- Revisiting Transferable Adversarial Images (arXiv)☆123Updated last month
- A paper list for localized adversarial patch research☆147Updated last year
- A list of recent papers about adversarial learning☆134Updated last week
- Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"☆689Updated 11 months ago
- ☆94Updated 4 years ago
- The official implementation of the IEEE S&P`22 paper "SoK: How Robust is Deep Neural Network Image Classification Watermarking".☆114Updated last year
- ☆12Updated 9 months ago