penghui-yang / awesome-data-poisoning-and-backdoor-attacksLinks
A curated list of papers & resources linked to data poisoning, backdoor attacks and defenses against them (no longer maintained)
☆279Updated 10 months ago
Alternatives and similar repositories for awesome-data-poisoning-and-backdoor-attacks
Users that are interested in awesome-data-poisoning-and-backdoor-attacks are comparing it to the libraries listed below
Sorting:
- A curated list of papers & resources on backdoor attacks and defenses in deep learning.☆221Updated last year
- ☆554Updated 4 months ago
- Simple PyTorch implementations of Badnets on MNIST and CIFAR10.☆189Updated 3 years ago
- The open-sourced Python toolbox for backdoor attacks and defenses.☆606Updated last month
- A curated list of Meachine learning Security & Privacy papers published in security top-4 conferences (IEEE S&P, ACM CCS, USENIX Security…☆299Updated this week
- A list of recent papers about adversarial learning☆238Updated this week
- TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…☆301Updated 2 months ago
- WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)☆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).☆32Updated 2 years ago
- Invisible Backdoor Attack with Sample-Specific Triggers☆102Updated 3 years ago
- Official implementation of (CVPR 2022 Oral) Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks.☆25Updated 4 months ago
- [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"☆209Updated 5 months ago
- Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"☆132Updated 2 years ago
- ☆359Updated this week
- 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
- A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.☆184Updated last month
- Code related to the paper "Machine Unlearning of Features and Labels"☆72Updated last year
- This Github repository summarizes a list of research papers on AI security from the four top academic conferences.☆162Updated 5 months ago
- [NDSS 2025] Official code for our paper "Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Wate…☆45Updated last year
- Composite Backdoor Attacks Against Large Language Models☆20Updated last year
- ☆15Updated last year
- ☆223Updated 2 months ago
- Anti-Backdoor learning (NeurIPS 2021)☆84Updated 2 years ago
- ☆26Updated last year
- 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
- A toolbox for backdoor attacks.☆22Updated 2 years ago
- Source code and scripts for the paper "Is Difficulty Calibration All We Need? Towards More Practical Membership Inference Attacks"☆19Updated 11 months ago
- ☆120Updated last month
- This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"☆61Updated last year
- An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)☆195Updated 2 years ago