# Dataset Card for "LAION-mi"

This is a dataset from Towards More Realistic Membership Inference Attacks on Large Diffusion Models, [link](https://arxiv.org/abs/2306.12983).

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}
}
```
task_categories:text-to-image size_categories:10K<n<100K language:en license:mit membership latent diffusion arxiv:2306.12983 region:us
{"language": ["en"], "license": "mit", "size_categories": ["10K<n<100K"], "task_categories": ["text-to-image"], "pretty_name": "LAION-mi", "dataset_info": {"features": [{"name": "url", "dtype": "string"}, {"name": "caption", "dtype": "string"}], "splits": [{"name": "members", "num_bytes": 2192248, "num_examples": 13396}, {"name": "nonmembers", "num_bytes": 4395869, "num_examples": 26874}], "download_size": 5044720, "dataset_size": 6588117}, "tags": ["membership", "latent diffusion"]}
TAGS
#task_categories-text-to-image #size_categories-10K<n<100K #language-English #license-mit #membership #latent diffusion #arxiv-2306.12983 #region-us 

# 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 


# 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
TAGS
#task_categories-text-to-image #size_categories-10K<n<100K #language-English #license-mit #membership #latent diffusion #arxiv-2306.12983 #region-us 
 # 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