Efficient FHE-based Privacy-Enhanced Neural Network for AI-as-a-Service

ePrint Report: Efficient FHE-based Privacy-Enhanced Neural Network for AI-as-a-Service

Kwok-Yan Lam, Xianhui Lu, Linru Zhang, Xiangning Wang, Huaxiong Wang, Si Qi Goh

AI-as-a-Service has emerged as an important trend for supporting
the growth of the digital economy. Digital service providers make
use of their vast amount of user data to train AI models (such as
image recognitions, financial modelling and pandemic modelling
etc.) and offer them as a service on the cloud. While there are convincing advantages for using such …

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