What Does it Mean for a Language Model to Preserve Privacy?

Hannah Brown, Katherine Lee, Fatemehsadat Mireshghallah, Reza Shokri, Florian Tramèr. What Does it Mean for a Language Model to Preserve Privacy?. In FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022. pages 2280-2292, ACM, 2022. [doi]

@inproceedings{BrownLMST22,
  title = {What Does it Mean for a Language Model to Preserve Privacy?},
  author = {Hannah Brown and Katherine Lee and Fatemehsadat Mireshghallah and Reza Shokri and Florian Tramèr},
  year = {2022},
  doi = {10.1145/3531146.3534642},
  url = {https://doi.org/10.1145/3531146.3534642},
  researchr = {https://researchr.org/publication/BrownLMST22},
  cites = {0},
  citedby = {0},
  pages = {2280-2292},
  booktitle = {FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
  publisher = {ACM},
  isbn = {978-1-4503-9352-2},
}