A backpropagation extreme learning machine approach to fast training neural network-based side-channel attack

• Main Author: Huang, Xuyang
• Other Authors: Goh Wang Ling
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Electrical and electronic engineering::Microelectronics
• Online Access: https://hdl.handle.net/10356/154903
• Institution: Nanyang Technological University

In recent years, many side-channel attack (SCA) based on deep learning have emerged, making it possible to break protected encryption algorithms. How- ever, since the training of deep learning is based on back-propagation, a long training time is required. In deep learning SCA, because of the encryp...