Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models

Item #:

079017-2652

Details

DOI: https://doi.org/10.52202/079017-2652
Author(s): Nicholas Carlini, Jonas Geiping, Tom Goldstein, Sanghyun Hong, Leo Marchyok, Yuxin Wen
Pages: 83374-83396 (23 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-2652
Author(s): Nicholas Carlini, Jonas Geiping, Tom Goldstein, Sanghyun Hong, Leo Marchyok, Yuxin Wen
Pages: 83374-83396 (23 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)