Unsupervised side-channel power analysis based on invariant information clustering

Side-channel analysis (SCA) has emerged as a research hotspot in the field of cryptanalysis. Among various approaches, unsupervised deep learning-based methods demonstrate powerful information extraction capabilities without requiring labeled data. However, existing unsupervised methods, particularl...

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Detalles Bibliográficos

Principais autores:	Ning Yang, Long-De Yan, Bi-Yang Liu, Xiang Li, Ai-Dong Chen, Lu Zeng, Wei-Feng Liu
Formato:	Artigo
Idioma:	Inglês
Publicado:	KeAi Communications Co., Ltd. 2025-12-01
Series:	Journal of Electronic Science and Technology
Assuntos:	Deep clustering Mutual information maximization Non-profiled analysis Side-channel analysis Unsupervised learning
Acceso en liña:	http://www.sciencedirect.com/science/article/pii/S1674862X25000345
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