metadata
license: apache-2.0
pipeline_tag: text-to-image
library_name: transformers
Trigger without Trace: Towards Stealthy Backdoor Attack on Text-to-Image Diffusion Models
This repository contains artifacts and code related to the paper: [Trigger without Trace: Towards Stealthy Backdoor Attack on Text-to-Image Diffusion Models]
Code: https://github.com/Robin-WZQ/TwT
This study introduces TwT, an attack method based on syntactic structures that exhibits strong resistance to advanced detection methods.
📄 Citation
If you find this project useful in your research, please consider cite:
@misc{zhang2025twt,
title={Trigger without Trace: Towards Stealthy Backdoor Attack on Text-to-Image Diffusion Models},
author={Jie Zhang and Zhongqi Wang and Shiguang Shan and Xilin Chen},
year={2025},
eprint={2503.17724},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2503.17724},
}