ModuloNET: Neural Networks Meet Modular Arithmetic for Efficient Hardware Masking

Intellectual Property (IP) thefts of trained machine learning (ML) models through side-channel attacks on inference engines are becoming a major threat. Indeed, several recent works have shown reverse engineering of the model internals using such attacks, but the research on building defenses is la...

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Bibliographic Details
Main Authors: Anuj Dubey, Afzal Ahmad, Muhammad Adeel Pasha, Rosario Cammarota, Aydin Aysu
Format: article
Language:EN
Published: Ruhr-Universität Bochum 2021
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Online Access:https://doaj.org/article/9b4a0f8a04d94628a67a94e0eb278e22
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