SCLBD / BackdoorBench
☆381Updated last month
Related projects: ⓘ
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆165Updated 6 months ago
- The open-sourced Python toolbox for backdoor attacks and defenses.☆434Updated last month
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆274Updated last month
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆111Updated last month
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆170Updated 2 months ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆114Updated 10 months ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆141Updated last year
- Invisible Backdoor Attack with Sample-Specific Triggers☆85Updated 2 years ago
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆115Updated 2 years ago
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆331Updated last year
- TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.☆230Updated last month
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆12Updated 4 months ago
- ☆269Updated 2 months ago
- A list of backdoor learning resources☆1,031Updated last month
- ☆207Updated 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…☆200Updated last month
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆266Updated 4 years ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆116Updated last week
- 复现了下Neural Cleanse这篇论文,真的是简单而有效,发在了okaland☆29Updated 3 years ago
- ☆10Updated 2 months ago
- A paper list for localized adversarial patch research☆124Updated 8 months ago
- ☆89Updated 5 months ago
- A curated list of resources for model inversion attack (MIA).☆115Updated 2 months ago
- The official implementation of the IEEE S&P`22 paper "SoK: How Robust is Deep Neural Network Image Classification Watermarking".☆99Updated last year
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆89Updated last year
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 2 years ago
- Implementation of badnets on CIFAR10 and MNIST☆9Updated 3 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆47Updated 4 years ago
- ☆36Updated last year
- Revisiting Transferable Adversarial Images (arXiv)☆113Updated last month