Machine-learning-based side-channel-attack on cryptographic devices

Correlation Optimization with Deep Learning Analysis (CO-DLA) has played a significant role in non-profiling Side-channel Attacks (SCA). Currently, the deep learning architecture applied to SCA is mainly Convolutional Neural Networks (CNN), which is used in CO-DLA to build a CNN based CO-DLA (CNN-CO...

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Bibliographic Details
Main Author: Liu, Huanjia
Other Authors: Gwee Bah Hwee
Format: Thesis-Master by Coursework
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/166560