Granularity is crucial when applying differential privacy to text: An investigation for neural machine translation

26 July 2024

Doan Nam Long Vu

Papers citing "Granularity is crucial when applying differential privacy to text: An investigation for neural machine translation"

3 / 3 papers shown

Title
Identifying Context-Dependent Translations for Evaluation Set Production R. Wicks Matt Post 24 11 0 04 Nov 2023
How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy Natalia Ponomareva Hussein Hazimeh Alexey Kurakin Zheng Xu Carson E. Denison H. B. McMahan Sergei Vassilvitskii Steve Chien Abhradeep Thakurta 94 165 0 01 Mar 2023
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 1,798 0 14 Dec 2020