Differentially Private Optimizers Can Learn Adversarially Robust Models

16 November 2022

Papers citing "Differentially Private Optimizers Can Learn Adversarially Robust Models"

4 / 4 papers shown

Title
Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy Zhiqi Bu Jialin Mao Shiyun Xu 139 47 0 21 May 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 290 1,815 0 14 Dec 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
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 287 5,837 0 08 Jul 2016