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DisDiff (ACM MM2024) 🌟

arXiv

Official Code of Disrupting Diffusion: Token-Level Attention Erasure Attack against Diffusion-based Customization(ACM MM2024)

image

Environment

Please follow Anti-DreamBooth to install the environment&base codes&datasets.

For visualizations, use this notebook of Attend and excite.

Codes and Usage

Concat the attacks and scripts folders with the same name folders in Anti-DreamBooth.

Then conduct

bash scripts/disdiff.sh 

Cite

If you find DisDiff is helpful to your work, please cite our work

@inproceedings{
liu2024disrupting,
title={Disrupting Diffusion: Token-Level Attention Erasure Attack against Diffusion-based Customization},
author={Liu, Yisu and An, Jinyang and Zhang, Wanqian and Wu, Dayan and Gu, Jingzi and Lin, Zheng and Wang, Weiping},
booktitle = {Proceedings of the 32nd ACM International Conference on Multimedia},
year={2024}
}

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