How Do Input Attributes Impact the Privacy Loss in Differential Privacy?

How Do Input Attributes Impact the Privacy Loss in Differential Privacy?

18 November 2022

Tamara T. Mueller

Alexander Ziller

Daniel Rueckert

Georgios Kaissis

Papers citing "How Do Input Attributes Impact the Privacy Loss in Differential Privacy?"

5 / 5 papers shown

Title
SoK: Memorisation in machine learning Dmitrii Usynin Moritz Knolle Georgios Kaissis 27 1 0 06 Nov 2023
Incentivising the federation: gradient-based metrics for data selection and valuation in private decentralised training Dmitrii Usynin Daniel Rueckert Georgios Kaissis FedML 28 2 0 04 May 2023
Bounding Training Data Reconstruction in Private (Deep) Learning Chuan Guo Brian Karrer Kamalika Chaudhuri Laurens van der Maaten 115 53 0 28 Jan 2022
A Survey on Neural Network Interpretability Yu Zhang Peter Tiño A. Leonardis K. Tang FaML XAI 144 665 0 28 Dec 2020
Individual Privacy Accounting via a Renyi Filter Vitaly Feldman Tijana Zrnic 66 86 0 25 Aug 2020