Backpropagation Clipping for Deep Learning with Differential Privacy

10 February 2022

Papers citing "Backpropagation Clipping for Deep Learning with Differential Privacy"

5 / 5 papers shown

Title
Tight Auditing of Differentially Private Machine Learning Milad Nasr Jamie Hayes Thomas Steinke Borja Balle Florian Tramèr Matthew Jagielski Nicholas Carlini Andreas Terzis FedML 40 52 0 15 Feb 2023
Debugging Differential Privacy: A Case Study for Privacy Auditing Florian Tramèr Andreas Terzis Thomas Steinke Shuang Song Matthew Jagielski Nicholas Carlini 25 42 0 24 Feb 2022
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 297 1,833 0 14 Dec 2020
Individual Privacy Accounting via a Renyi Filter Vitaly Feldman Tijana Zrnic 68 86 0 25 Aug 2020
Tempered Sigmoid Activations for Deep Learning with Differential Privacy Nicolas Papernot Abhradeep Thakurta Shuang Song Steve Chien Ulfar Erlingsson AAML 147 178 0 28 Jul 2020