Research on Side-Channel Analysis Based on Deep Learning with Different Sample Data

Research on Side-Channel Analysis Based on Deep Learning with Different Sample Data

With the in-depth integration of deep learning and side-channel analysis (SCA) technology, the security threats faced by embedded devices based on the Internet of Things (IoT) have become increasingly prominent. By building a neural network model as a discriminator, the correlation between the side...

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Bibliographic Details
Main Authors: Lipeng Chang, Yuechuan Wei, Shuiyu He, Xiaozhong Pan
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Applied Sciences
Subjects:
deep learning
side-channel analysis
multilayer perceptron
convolutional neural network
recurrent neural network
long short-term memory network
Online Access:https://www.mdpi.com/2076-3417/12/16/8246

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https://www.mdpi.com/2076-3417/12/16/8246

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