first commit

README.md

@@ -1,3 +1,41 @@
----
-license: mit
----
+---
+license: mit
+language:
+- en
+tags:
+- not-for-all-audiences
+size_categories:
+- 1K<n<10K
+---
+## Overview
+
+The **StakcMIAsub** dataset serves as a benchmark for membership inference attack (MIA) topic. **StackMIAsub** is build based on the [Stack Exchange](https://archive.org/details/stackexchange) corpus, which is widely used for pre-training. See our paper (to-be-released) for detailed description.
+
+## Applicability
+
+Our dataset supports most white- and black-box models, which are released before May 2024 and pretrained with Stack Exchange corpus:
+
+- **Black-box OpenAI models:**
+    - *text-davinci-001*
+    - *text-davinci-002*
+    - *...*
+- **White-box models:**
+    - *LLaMA and LLaMA2*
+    - *Pythia*
+    - *GPT-Neo*
+    - *GPT-J*
+    - *OPT*
+    - *StableLM*
+    - Falcon*
+    - *...*
+
+## Related repo
+
+To run our PAC method to perform membership inference attack, visit our [code repo](https://github.com/yyy01/PAC)
+
+## Cite our work
+⭐️ If you find our dataset helpful, please kindly cite our work :
+
+```bibtex
+to-be-released
+```