vtu81 / backdoor-toolboxLinks
A compact toolbox for backdoor attacks and defenses.
☆178Updated last year
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.☆585Updated this week
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆269Updated 7 months ago
- A curated list of academic events on AI Security & Privacy☆160Updated last year
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆216Updated last year
- Code repository for the paper --- [USENIX Security 2023] Towards A Proactive ML Approach for Detecting Backdoor Poison Samples☆27Updated 2 years ago
- Official repository for CVPR'23 paper: Detecting Backdoors in Pre-trained Encoders☆35Updated last year
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆128Updated 9 months ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆296Updated last year
- Anti-Backdoor learning (NeurIPS 2021)☆82Updated 2 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆97Updated 3 years ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆181Updated 2 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆129Updated last year
- 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
- Code Repository for the Paper ---Revisiting the Assumption of Latent Separability for Backdoor Defenses (ICLR 2023)☆44Updated 2 years ago
- ☆533Updated last month
- ☆16Updated last year
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆190Updated 2 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 4 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆32Updated 4 years ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated last month
- A toolbox for backdoor attacks.☆22Updated 2 years ago
- ☆14Updated last year
- ☆21Updated 2 years ago
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆189Updated 2 years ago
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆144Updated 3 months ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆183Updated 5 months ago
- Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".☆30Updated 3 years ago
- Implementations of data poisoning attacks against neural networks and related defenses.☆91Updated last year
- A minimal PyTorch implementation of Label-Consistent Backdoor Attacks☆30Updated 4 years ago
- ICCV 2021, We find most existing triggers of backdoor attacks in deep learning contain severe artifacts in the frequency domain. This Rep…☆45Updated 3 years ago