SCLBD / BackdoorBench
☆455Updated 2 months ago
Alternatives and similar repositories for BackdoorBench:
Users that are interested in BackdoorBench are comparing it to the libraries listed below
- The open-sourced Python toolbox for backdoor attacks and defenses.☆498Updated last week
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆193Updated 11 months ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆290Updated 6 months ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆120Updated 3 months ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆225Updated last month
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆168Updated 2 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆94Updated 2 years 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
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆123Updated last year
- A list of backdoor learning resources☆1,087Updated 6 months ago
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆15Updated 2 months ago
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆278Updated 4 years ago
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆351Updated 2 years ago
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆107Updated last year
- ☆313Updated 2 months ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆155Updated last week
- TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.☆327Updated last month
- 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
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆54Updated 3 months ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆35Updated 7 months ago
- A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…☆241Updated 2 months ago
- A compact toolbox for backdoor attacks and defenses.☆164Updated 7 months ago
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆38Updated last month
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 2 years ago
- ☆11Updated 7 months ago
- ☆79Updated 3 years ago
- Revisiting Transferable Adversarial Images (arXiv)☆119Updated 4 months ago
- Benchmarking Physical Risk Awareness of Foundation Model-based Embodied AI Agents☆13Updated 2 months ago
- ☆99Updated 10 months ago
- Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''☆54Updated 2 years ago