Efficient Nonprofiled Side-Channel Attack Using Multi-Output Classification Neural Network

Differential deep learning analysis (DDLA) is the first deep-learning-based nonprofiled side-channel attack (SCA) on embedded systems. However, DDLA requires many training processes to distinguish the correct key. In this letter, we introduce a nonprofiled SCA technique using multi-output classifica...

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Veröffentlicht in:	IEEE embedded systems letters 2023-09, Vol.15 (3), p.145-148
Hauptverfasser:	Hoang, Van-Phuc, Do, Ngoc-Tuan, Doan, Van Sang
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Classification Deep learning Machine learning Masking Multilayer perceptrons Noise generation Synchronism
Online-Zugang:	Volltext
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