BLAZE: Blazing Fast Privacy-Preserving Machine Learning
Arpita Patra, Ajith Suresh · 2020
An extensive benchmarking of BLAZE for the aforementioned ML algorithms over a 64-bit ring in both WAN and LAN settings shows massive improvements over ABY3.Concretely, we observe improvements up to 333× for Linear Regression, 53× for Logistic Regression and 276× for Neural Networks over WAN.Similarly, we show improvements up to 2610× for Linear Regression, 54× for Logistic Regression and 278× for Neural Networks over LAN.