Convolutional Neural Networks for Profiled Side-channel Analysis

Recent studies have shown that deep learning algorithms are very effective for evaluating the security of embedded systems. The deep learning technique represented by Convolutional Neural Networks (CNNs) has proven to be a promising paradigm in the profiled side-channel analysis attacks. In this pap...

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Bibliographic Details
Main Authors: S. R. Hou, Y. J. Zhou, H. M. Liu
Format: Article
Language:English
Published: Spolecnost pro radioelektronicke inzenyrstvi 2019-09-01
Series:Radioengineering
Subjects:
Online Access:https://www.radioeng.cz/fulltexts/2019/19_03_0651_0658.pdf