A Lightweight Deep Learning Model for Profiled SCA Based on Random Convolution Kernels

In deep learning-based side-channel analysis (DL-SCA), there may be a proliferation of model parameters as the number of trace power points increases, especially in the case of raw power traces. Determining how to design a lightweight deep learning model that can handle a trace with more power point...

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Bibliographic Details
Main Authors: Yu Ou, Yongzhuang Wei, René Rodríguez-Aldama, Fengrong Zhang
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/16/5/351
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