Autoscaled-Wavelet Convolutional Layer for Deep Learning-Based Side-Channel Analysis

Autoscaled-Wavelet Convolutional Layer for Deep Learning-Based Side-Channel Analysis

Continuous Wavelet Transform (CWT) is rarely used in the field of side-channel analysis due to problems related to parameter (wavelet scale) selection; There is no way to find the optimal wavelet scale other than an exhaustive search, and the resulting spectrogram analysis can introduce significant...

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Bibliographic Details
Main Authors: Daehyeon Bae, Dongjun Park, Gyusang Kim, Minsig Choi, Nayeon Lee, Heeseok Kim, Seokhie Hong
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Convolutional neural network
deep learning
hardware security
side-channel analysis
wavelet transform
Online Access:https://ieeexplore.ieee.org/document/10237196/

Internet

https://ieeexplore.ieee.org/document/10237196/

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