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Resolving the Doubts: On the Construction and Use of ResNets for Side-Channel Analysis

The deep learning-based side-channel analysis gave some of the most prominent side-channel attacks against protected targets in the past few years. To this end, the research community’s focus has been on creating the following: (1) powerful multilayer perceptron or convolutional neural network archi...

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Principais autores: Sengim Karayalcin, Guilherme Perin, Stjepan Picek
פורמט: Artigo
שפה:Inglês
יצא לאור: MDPI AG 2023-07-01
סדרה:Mathematics
נושאים:
deep learning
ResNet
side-channel analysis
residual blocks
גישה מקוונת:https://www.mdpi.com/2227-7390/11/15/3265
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