Non-Profiled Deep Learning-Based Side-Channel Analysis With Only One Network Training

Non-Profiled Deep Learning-Based Side-Channel Analysis With Only One Network Training

We propose efficient protocols for non-profiled deep learning-based side-channel analysis (DL-SCA). While the existing protocol, proposed by Timon in 2019, requires computational resources for training as many neural networks as the number of key candidates, our protocol requires training only one n...

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Bibliographic Details
Main Authors: Kentaro Imafuku, Shinichi Kawamura, Hanae Nozaki, Junichi Sakamoto, Saki Osuka
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Deep learning-based side-channel analysis
non profiled analysis
Online Access:https://ieeexplore.ieee.org/document/10201881/

Internet

https://ieeexplore.ieee.org/document/10201881/

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