Update README.md

README.md

@@ -210,4 +210,16 @@ tags:
 - code
 size_categories:
 - 1K<n<10K
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+---
+
+This dataset consists of the attack samples used for the paper: Extracting training data from fine-tuned Large Language Models for code
+
+We have two splits:
+- The `fine-tuning attack`, which consists of selected samples coming from the **[fine-tuning set](https://huggingface.co/datasets/fabiosalern/MEM-TUNE_Java)**
+- The `pre-training attack`, which consists of selected samples coming from the **[TheStack-v2](https://huggingface.co/datasets/bigcode/the-stack-v2)** on the Java section
+
+We have different splits depending on the duplication rate of the samples:
+- `d1` the samples inside the training set are unique
+- `d2` the samples inside the training set are present two times
+- `d3` the samples inside the training set are present three times
+- `dg3` the samples inside the training set are present more than three times