THUYimingLi / BackdoorBox
The open-sourced Python toolbox for backdoor attacks and defenses.
☆484Updated 5 months ago
Alternatives and similar repositories for BackdoorBox:
Users that are interested in BackdoorBox are comparing it to the libraries listed below
- ☆445Updated last month
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆287Updated 5 months ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆192Updated 10 months ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆217Updated last week
- A compact toolbox for backdoor attacks and defenses.☆157Updated 6 months ago
- A list of backdoor learning resources☆1,079Updated 5 months ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆166Updated 2 years ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆116Updated 2 months ago
- Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.☆344Updated last year
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆120Updated last year
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆165Updated last year
- Invisible Backdoor Attack with Sample-Specific Triggers☆93Updated 2 years ago
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆276Updated 4 years ago
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆14Updated last month
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆120Updated 3 years ago
- Implementations of data poisoning attacks against neural networks and related defenses.☆72Updated 6 months ago
- ☆304Updated last month
- A curated list of academic events on AI Security & Privacy☆140Updated 4 months ago
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆105Updated last year
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆147Updated last week
- A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…☆232Updated last month
- This is the source code for Data-free Backdoor. Our paper is accepted by the 32nd USENIX Security Symposium (USENIX Security 2023).☆31Updated last year
- ☆11Updated 6 months ago
- A paper list for localized adversarial patch research☆144Updated last year
- A unified benchmark problem for data poisoning attacks☆152Updated last year
- ☆100Updated 9 months ago
- 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
- ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341☆67Updated last year
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆37Updated 2 weeks ago
- Anti-Backdoor learning (NeurIPS 2021)☆81Updated last year