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royweiss1
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GPT_Keylogger_Dataset

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The dataset viewer is not available for this split.
Cannot extract the features (columns) for the split 'train' of the config 'default' of the dataset.
Error code:   FeaturesError
Exception:    ValueError
Message:      Not able to read records in the JSON file at hf://datasets/royweiss1/GPT_Keylogger_Dataset@d0591f6d05a82f62ccd93903c2bb759b58d1a7de/train.json. You should probably indicate the field of the JSON file containing your records. This JSON file contain the following fields: ['paragraphs']. Select the correct one and provide it as `field='XXX'` to the dataset loading method. 
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 240, in compute_first_rows_from_streaming_response
                  iterable_dataset = iterable_dataset._resolve_features()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 2216, in _resolve_features
                  features = _infer_features_from_batch(self.with_format(None)._head())
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1239, in _head
                  return _examples_to_batch(list(self.take(n)))
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1389, in __iter__
                  for key, example in ex_iterable:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1044, in __iter__
                  yield from islice(self.ex_iterable, self.n)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 282, in __iter__
                  for key, pa_table in self.generate_tables_fn(**self.kwargs):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/json/json.py", line 170, in _generate_tables
                  raise ValueError(
              ValueError: Not able to read records in the JSON file at hf://datasets/royweiss1/GPT_Keylogger_Dataset@d0591f6d05a82f62ccd93903c2bb759b58d1a7de/train.json. You should probably indicate the field of the JSON file containing your records. This JSON file contain the following fields: ['paragraphs']. Select the correct one and provide it as `field='XXX'` to the dataset loading method.

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This Dataset is the dataset split that was used in the paper: "What Was Your Prompt? A Remote Keylogging Attack on AI Assistants", USENIX Security 24'.

The Github repository of the paper: https://github.com/royweiss1/GPT_Keylogger

Citation

If you use this dataset split in your work, please cite the original UltraChat dataset:

@misc{ding2023enhancing,
      title={Enhancing Chat Language Models by Scaling High-quality Instructional Conversations}, 
      author={Ning Ding and Yulin Chen and Bokai Xu and Yujia Qin and Zhi Zheng and Shengding Hu and Zhiyuan Liu and Maosong Sun and Bowen Zhou},
      year={2023},
      eprint={2305.14233},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

And our work:

@inproceedings{weissLLMSideChannel,
  title={What Was Your Prompt? A Remote Keylogging Attack on AI Assistants},
  author={Weiss, Roy and Ayzenshteyn, Daniel and Amit Guy and Mirsky, Yisroel}
  booktitle={USENIX Security},
  year={2024}
}
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