zsf/COCO_MIA_ori_split1

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".

The dataset has been processed to conform to the format required by the GitHub repository CLiD code.

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}
}