Optimal privacy guarantees for a relaxed threat model: Addressing sub-optimal adversaries in differentially private machine learning

Item #:

075280-2435

Details

DOI: https://doi.org/10.52202/075280-2435
Author(s): Georgios Kaissis, Stefan Kolek, Anneliese Riess, Daniel Rueckert, Alexander Ziller
Pages: 55802-55825 (24 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/075280-2435
Author(s): Georgios Kaissis, Stefan Kolek, Anneliese Riess, Daniel Rueckert, Alexander Ziller
Pages: 55802-55825 (24 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)