Update README.md

README.md

@@ -14,7 +14,35 @@ dataset_info:
     num_examples: 26874
   download_size: 5044720
   dataset_size: 6588117
+license: mit
+task_categories:
+- text-to-image
+language:
+- en
+tags:
+- membership
+- latent diffusion
+pretty_name: LAION-mi
+size_categories:
+- 10K<n<100K
 ---
-# Dataset Card for "laion_mi"
+# Dataset Card for "LAION-mi"
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+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}
+}
+```