ProPILE: Probing Privacy Leakage in Large Language Models

Siwon Kim, Sangdoo Yun, Hwaran Lee, Martin Gubri, Sungroh Yoon, Seong Joon Oh. ProPILE: Probing Privacy Leakage in Large Language Models. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{KimYLGYO23,
  title = {ProPILE: Probing Privacy Leakage in Large Language Models},
  author = {Siwon Kim and Sangdoo Yun and Hwaran Lee and Martin Gubri and Sungroh Yoon and Seong Joon Oh},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/420678bb4c8251ab30e765bc27c3b047-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/KimYLGYO23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}