Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks

Fatemehsadat Mireshghallah, Kartik Goyal, Archit Uniyal, Taylor Berg-Kirkpatrick, Reza Shokri. Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks. In Yoav Goldberg, Zornitsa Kozareva, Yue Zhang, editors, Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11. pages 8332-8347, Association for Computational Linguistics, 2022. [doi]

@inproceedings{MireshghallahGU22,
  title = {Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks},
  author = {Fatemehsadat Mireshghallah and Kartik Goyal and Archit Uniyal and Taylor Berg-Kirkpatrick and Reza Shokri},
  year = {2022},
  url = {https://aclanthology.org/2022.emnlp-main.570},
  researchr = {https://researchr.org/publication/MireshghallahGU22},
  cites = {0},
  citedby = {0},
  pages = {8332-8347},
  booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11},
  editor = {Yoav Goldberg and Zornitsa Kozareva and Yue Zhang},
  publisher = {Association for Computational Linguistics},
}