---
license: mit
---

# Description

This dataset, randomly selected from **MS-COCO**, is used to fine-tune the target and shadow models in the **NeurIPS  2024 Paper "[Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy](https://arxiv.org/abs/2405.14800)"**.

The dataset has been processed to conform to the format required by the **GitHub repository [CLiD code](https://github.com/zhaisf/CLiD)**.


# Citation

If you find it useful in your research, please consider citing our paper:
```
@article{zhai2024membership,
  title={Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy},
  author={Zhai, Shengfang and Chen, Huanran and Dong, Yinpeng and Li, Jiajun and Shen, Qingni and Gao, Yansong and Su, Hang and Liu, Yang},
  journal={arXiv preprint arXiv:2405.14800},
  year={2024}
}
```