In Differential Privacy, There is Truth: On Vote-Histogram Leakage in Ensemble Private Learning

Item #:

068431-2104

Details

DOI: https://doi.org/10.52202/068431-2104
Author(s): David Lie, Nicolas Papernot, Roei Schuster, I Shumailov, Jiaqi Wang
Pages: 29026-29037 (12 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/10.52202/068431-2104
Author(s): David Lie, Nicolas Papernot, Roei Schuster, I Shumailov, Jiaqi Wang
Pages: 29026-29037 (12 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)