SCLBD / BackdoorBenchLinks
☆567Updated 5 months ago
Alternatives and similar repositories for BackdoorBench
Users that are interested in BackdoorBench are comparing it to the libraries listed below
Sorting:
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆229Updated last year
- The open-sourced Python toolbox for backdoor attacks and defenses.☆622Updated 2 months ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆282Updated 11 months ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆193Updated 3 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆130Updated last year
- Invisible Backdoor Attack with Sample-Specific Triggers☆103Updated 3 years ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆302Updated 3 months ago
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆22Updated last year
- ☆366Updated last month
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆133Updated 2 years ago
- ☆12Updated last month
- ☆224Updated 4 months ago
- TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.☆421Updated 2 months ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 5 months ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆187Updated 2 months ago
- 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
- 复现了下Neural Cleanse这篇论文,真的是简单而有效,发在了okaland☆32Updated 4 years ago
- ☆32Updated 4 years ago
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆171Updated 6 months ago
- ☆55Updated 2 years ago
- ☆16Updated last year
- IBA: Towards Irreversible Backdoor Attacks in Federated Learning (Poster at NeurIPS 2023)☆39Updated 3 months ago
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆310Updated 5 years ago
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆43Updated 3 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
- A list of recent papers about adversarial learning☆264Updated this week
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆210Updated 6 months 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
- [TDSC 2024] Official code for our paper "FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model"☆21Updated 7 months ago
- A list of backdoor learning resources☆1,147Updated last year