zihao-ai / Awesome-Backdoor-in-Deep-LearningLinks
A curated list of papers & resources on backdoor attacks and defenses in deep learning.
☆216Updated last year
Alternatives and similar repositories for Awesome-Backdoor-in-Deep-Learning
Users that are interested in Awesome-Backdoor-in-Deep-Learning are comparing it to the libraries listed below
Sorting:
- A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)☆269Updated 7 months ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆128Updated 9 months ago
- ☆533Updated last month
- Invisible Backdoor Attack with Sample-Specific Triggers☆97Updated 3 years ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆129Updated last year
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆181Updated 2 years ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆26Updated last month
- ☆14Updated last year
- A toolbox for backdoor attacks.☆22Updated 2 years ago
- Anti-Backdoor learning (NeurIPS 2021)☆82Updated 2 years ago
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆187Updated 2 months ago
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆296Updated last year
- The open-sourced Python toolbox for backdoor attacks and defenses.☆583Updated 2 months ago
- ☆21Updated 2 years ago
- ☆27Updated 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☆30Updated 4 years ago
- 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
- A list of recent papers about adversarial learning☆196Updated this week
- ☆114Updated 2 months ago
- [NDSS 2025] Official code for our paper "Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Wate…☆40Updated 9 months ago
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆183Updated 5 months ago
- [Oakland 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks☆27Updated 4 months 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
- ☆82Updated 4 years ago
- Input-aware Dynamic Backdoor Attack (NeurIPS 2020)☆35Updated last year
- ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation☆51Updated 3 years ago
- A Pytroch Implementation of Some Backdoor Attack Algorithms, Including BadNets, SIG, FIBA, FTrojan ...☆20Updated 8 months ago
- ☆24Updated 2 years ago
- This is the code repository of our submission: Understanding the Dark Side of LLMs’ Intrinsic Self-Correction.☆60Updated 8 months ago
- Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks☆17Updated 6 years ago