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

• Main Author: Liu, Huanjia
• Other Authors: Gwee Bah Hwee
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/166560
• Institution: Nanyang Technological University

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...