Research on Model Selection of Machine Learning in Power Analysis Attack

According to the characteristics of the power curve of crypto chips,four kinds of machine learning algorithms including Support Vector Machine(SVM),Random Forest(RF),K-Nearest Neighbor(KNN) and Naive Bayes(NB) are analyzed and studied,and the optimal algorithm for power analysis attack is selected.F...

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Auteur principal:	DUAN Xiaoyi, CHEN Dong, GAO Xianwei, FAN Xiaohong, ZHOU Yukun
Format:	Artigo
Langue:	Inglês
Publié:	Editorial Office of Computer Engineering 2019-11-01
Collection:	Jisuanji gongcheng
Sujets:	machine learning|10-fold cross-validation|friedman test|nemenyi post-hoc test|power analysis attack
Accès en ligne:	https://www.ecice06.com/fileup/1000-3428/PDF/20191123.pdf
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