vtu81 / backdoor-toolbox
A compact toolbox for backdoor attacks and defenses.
☆173Updated 10 months ago
Alternatives and similar repositories for backdoor-toolbox
Users that are interested in backdoor-toolbox are comparing it to the libraries listed below
Sorting:
- The open-sourced Python toolbox for backdoor attacks and defenses.☆546Updated 2 months ago
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆255Updated 4 months ago
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆202Updated last year
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆124Updated 6 months ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆290Updated 9 months ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆127Updated last year
- A curated list of academic events on AI Security & Privacy☆150Updated 8 months ago
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆181Updated 2 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆81Updated last year
- Invisible Backdoor Attack with Sample-Specific Triggers☆93Updated 2 years ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated 2 years ago
- 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
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆41Updated 2 years ago
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆57Updated 6 months ago
- ☆27Updated 2 years ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆174Updated 2 years ago
- ☆497Updated last month
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆119Updated 3 weeks ago
- This is the source code for Data-free Backdoor. Our paper is accepted by the 32nd USENIX Security Symposium (USENIX Security 2023).☆30Updated last year
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆35Updated 9 months ago
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆175Updated last week
- This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…☆122Updated 3 years ago
- ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Rep…☆44Updated 3 years ago
- Official repository for CVPR'23 paper: Detecting Backdoors in Pre-trained Encoders☆32Updated last year
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆19Updated 5 months ago
- Official implementation of the USENIX Security 2024 paper ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks.☆13Updated last year
- ☆12Updated 10 months ago
- Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…☆287Updated 5 years ago
- Code repository for the paper --- [USENIX Security 2023] Towards A Proactive ML Approach for Detecting Backdoor Poison Samples☆25Updated last year
- Revisiting Transferable Adversarial Images (arXiv)☆122Updated 2 months ago