RobinWZQ/backdoor_KMMD_len_5_a_blond

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}, 
}