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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
  • The pre-training attack, which consists of selected samples coming from the TheStack-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
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