Renyi Differential Privacy of Propose-Test-Release and Applications to Private and Robust Machine Learning

Item #:

068431-2806

Details

DOI: https://doi.org/10.52202/068431-2806
Author(s): Ruoxi Jia, Saeed Mahloujifar, Prateek Mittal, Jiachen T. Wang, Shouda Wang
Pages: 38719-38732 (14 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/10.52202/068431-2806
Author(s): Ruoxi Jia, Saeed Mahloujifar, Prateek Mittal, Jiachen T. Wang, Shouda Wang
Pages: 38719-38732 (14 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)