antoniaaa/laion_mi

Dataset Card for "LAION-mi"

This is a dataset from Towards More Realistic Membership Inference Attacks on Large Diffusion Models, link.

We provide a robust evaluation setup for membership inference attacks on a state-of-the-art Stable Diffusion model and publish the corresponding dataset along with the proposed setup.

Citing

If you find our work useful in your research, please cite as

@misc{dubiński2023realistic,
      title={Towards More Realistic Membership Inference Attacks on Large Diffusion Models}, 
      author={Jan Dubiński and Antoni Kowalczuk and Stanisław Pawlak and Przemysław Rokita and Tomasz Trzciński and Paweł Morawiecki},
      year={2023},
      eprint={2306.12983},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}