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Empirical Inference Conference Paper 2023

Membership Inference Attacks against Language Models via Neighbourhood Comparison

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Empirical Inference
Zhijing Jin
Research Scientist
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Empirical Inference
Bernhard Schölkopf
  • Director

Author(s): Mattern, J. and Mireshghallah, F. and Jin, Z. and Schölkopf, B. and Sachan, M. and Berg-Kirkpatrick, T.
Book Title: Findings of the Association for Computational Linguistics (ACL)
Pages: 11330--11343
Year: 2023
Month: July
Editors: Rogers, A. and Boyd{-}Graber, J. L. and Okazaki, N.
Publisher: Association for Computational Linguistics
BibTeX Type: Conference Paper (conference)
DOI: 10.18653/V1/2023.FINDINGS-ACL.719
Event Place: Toronto, Canada
State: Published
Electronic Archiving: grant_archive

BibTeX 

@conference{Matternetal23,
  title = {Membership Inference Attacks against Language Models via Neighbourhood Comparison},
  booktitle = {Findings of the Association for Computational Linguistics (ACL)},
  pages = {11330--11343},
  editors = {Rogers, A. and Boyd{-}Graber, J. L. and Okazaki, N.},
  publisher = {Association for Computational Linguistics},
  month = jul,
  year = {2023},
  author = {Mattern, J. and Mireshghallah, F. and Jin, Z. and Sch{\"o}lkopf, B. and Sachan, M. and Berg-Kirkpatrick, T.},
  doi = {10.18653/V1/2023.FINDINGS-ACL.719},
  month_numeric = {7}
}