A backpropagation extreme learning machine approach to fast training neural network-based side-channel attack
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...
Saved in:
Main Author: | Huang, Xuyang |
---|---|
Other Authors: | Goh Wang Ling |
Format: | Thesis-Master by Coursework |
Language: | English |
Published: |
Nanyang Technological University
2022
|
Subjects: | |
Online Access: | https://hdl.handle.net/10356/154903 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Nanyang Technological University |
Language: | English |
Similar Items
-
Machine-learning-based side-channel-attack on cryptographic devices
by: Liu, Huanjia
Published: (2023) -
Side channel attack on mobile devices using machine learning
by: Muhammad Jazeel Meerasah
Published: (2019) -
Side-channel attack analysis & application
by: Ng, Kwan Xhen
Published: (2022) -
Practical side-channel based model extraction attack on tree-based machine learning algorithm
by: Jap, Dirmanto, et al.
Published: (2021) -
Sobel edge detection in side-channel attack
by: Faris Mohd Nazirin
Published: (2021)