Non-Profiled Deep Learning-Based Side-Channel Preprocessing With Autoencoders

In recent years, deep learning-based side-channel attacks have established their position as mainstream. However, most deep learning techniques for cryptanalysis mainly focused on classifying side-channel information in a profiled scenario where attackers can obtain a label of training data. In this...

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Bibliographic Details
Main Authors: Donggeun Kwon, Heeseok Kim, Seokhie Hong
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9400816/