Mnemonist: Locating Model Parameters that Memorize Training Examples

Ali Shahin Shamsabadi, Jamie Hayes, Borja Balle, Adrian Weller. Mnemonist: Locating Model Parameters that Memorize Training Examples. In Robin J. Evans 0002, Ilya Shpitser, editors, Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA. Volume 216 of Proceedings of Machine Learning Research, pages 1879-1888, PMLR, 2023. [doi]

@inproceedings{ShamsabadiHBW23,
  title = {Mnemonist: Locating Model Parameters that Memorize Training Examples},
  author = {Ali Shahin Shamsabadi and Jamie Hayes and Borja Balle and Adrian Weller},
  year = {2023},
  url = {https://proceedings.mlr.press/v216/shahin-shamsabadi23a.html},
  researchr = {https://researchr.org/publication/ShamsabadiHBW23},
  cites = {0},
  citedby = {0},
  pages = {1879-1888},
  booktitle = {Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA},
  editor = {Robin J. Evans 0002 and Ilya Shpitser},
  volume = {216},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}