Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning

20 August 2020

Papers citing "Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning"

5 / 5 papers shown

Title
A Survey on Federated Analytics: Taxonomy, Enabling Techniques, Applications and Open Issues Zibo Wang Haichao Ji Yifei Zhu Dan Wang Zhu Han 58 1 0 19 Apr 2024
An Optimized Privacy-Utility Trade-off Framework for Differentially Private Data Sharing in Blockchain-based Internet of Things Muhammad Islam M. H. Rehmani Jinjun Chen 27 2 0 30 Nov 2022
Evaluation Gaps in Machine Learning Practice Ben Hutchinson Negar Rostamzadeh Christina Greer Katherine A. Heller Vinodkumar Prabhakaran ELM 41 56 0 11 May 2022
Investigating Trade-offs in Utility, Fairness and Differential Privacy in Neural Networks Marlotte Pannekoek G. Spigler FedML 32 26 0 11 Feb 2021
FLaaS: Federated Learning as a Service N. Kourtellis Kleomenis Katevas Diego Perino FedML 24 60 0 18 Nov 2020