Side-Channel Power Analysis Based on SA-SVM

Side-Channel Power Analysis Based on SA-SVM

Support vector machines (SVMs) have been widely used in side-channel power analysis. The selection of the penalty factor and kernel parameter heavily influences how well support vector machines work. Setting reasonable SVM hyperparameters is a key issue in side-channel power analysis. The novel side...

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Bibliographic Details
Main Authors: Ying Zhang, Pengfei He, Han Gan, Hongxin Zhang, Pengfei Fan
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Applied Sciences
Subjects:
side-channel power analysis
simulated annealing
support vector machine
kernel function
Online Access:https://www.mdpi.com/2076-3417/13/9/5671

Internet

https://www.mdpi.com/2076-3417/13/9/5671

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