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Exploring the limits of strong membership inference attacks on large language models

2025 article hayes2025mia Not yet verified
Authors
Jamie Hayes, Ilia Shumailov, Christopher A. Choquette-Choo, Matthew Jagielski, George Kaissis, Milad Nasr, Sahra Ghalebikesabi, Meenatchi Sundaram Mutu Selva Annamalai, Niloofar Mireshghallah, Igor Shilov, Matthieu Meeus, Yves-Alexandre de Montjoye, Katherine Lee, Franziska Boenisch, Adam Dziedzic, A. Feder Cooper
Venue
arXiv preprint arXiv:2505.18773

BibTeX

Local Entry
@article{hayes2025mia,
  title = {Exploring the limits of strong membership inference attacks on large language models},
  author = {Jamie Hayes and Ilia Shumailov and Christopher A. Choquette-Choo and Matthew Jagielski and George Kaissis and Milad Nasr and Sahra Ghalebikesabi and Meenatchi Sundaram Mutu Selva Annamalai and Niloofar Mireshghallah and Igor Shilov and Matthieu Meeus and Yves-Alexandre de Montjoye and Katherine Lee and Franziska Boenisch and Adam Dziedzic and A. Feder Cooper},
  year = {2025},
  journal = {arXiv preprint arXiv:2505.18773},
  url = {https://arxiv.org/abs/2505.18773}
}
From OPENALEX
@article{hayes2025mia,
  title = {Exploring the limits of strong membership inference attacks on large language models},
  author = {Jamie Hayes and Ilia Shumailov and Christopher A. Choquette-Choo and Matthew Jagielski and George Kaissis and Katherine Lee and Milad Nasr and Sahra Ghalebikesabi and Niloofar Mireshghallah and Meenatchi Sundaram Mutu Selva Annamalai and Igor Shilov and Matthieu Meeus and Yves-Alexandre de Montjoye and Franziska Boenisch and Adam Dziedzic and A. Feder Cooper},
  year = {2025},
  journal = {arXiv (Cornell University)},
  doi = {10.48550/arxiv.2505.18773}
}