Parameters Or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference

Item #:

068431-1271

Details

DOI: https://doi.org/10.52202/068431-1271
Author(s): Richard Baraniuk, Hamid Javadi, Blake Mason, Jasper Tan
Pages: 17488-17500 (13 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-1271
Author(s): Richard Baraniuk, Hamid Javadi, Blake Mason, Jasper Tan
Pages: 17488-17500 (13 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)