Parameters or Privacy: A Provable Tradeoff Between Overparameterization
and Membership Inference

Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference

2 February 2022

Richard G. Baraniuk

Papers citing "Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference"

3 / 3 papers shown

Title
A Blessing of Dimensionality in Membership Inference through Regularization Jasper Tan Daniel LeJeune Blake Mason Hamid Javadi Richard G. Baraniuk 16 18 0 27 May 2022
M6-10T: A Sharing-Delinking Paradigm for Efficient Multi-Trillion Parameter Pretraining Junyang Lin An Yang Jinze Bai Chang Zhou Le Jiang ... Jie M. Zhang Yong Li Wei Lin Jingren Zhou Hongxia Yang MoE 84 43 0 08 Oct 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 267 1,808 0 14 Dec 2020