Model design and parameter optimization of CNN for side-channel cryptanalysis

BACKGROUND: The side-channel cryptanalysis method based on convolutional neural network (CNNSCA) can effectively carry out cryptographic attacks. The CNNSCA network models that achieve cryptanalysis mainly include CNNSCA based on the VGG variant (VGG-CNNSCA) and CNNSCA based on the Alexnet variant (...

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Detalles Bibliográficos
Autores principales: Liu, Yun Lin, Chen, Yan Kai, Li, Wei Xiong, Zhang, Yang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Algorithms and Analysis of Algorithms
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8771786/
https://www.ncbi.nlm.nih.gov/pubmed/35111917
http://dx.doi.org/10.7717/peerj-cs.829

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8771786/
https://www.ncbi.nlm.nih.gov/pubmed/35111917
http://dx.doi.org/10.7717/peerj-cs.829

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