Improved Hybrid Approach for Side-Channel Analysis Using Efficient Convolutional Neural Network and Dimensionality Reduction

Improved Hybrid Approach for Side-Channel Analysis Using Efficient Convolutional Neural Network and Dimensionality Reduction

Deep learning-based side channel attacks are burgeoning due to their better efficiency and performance, suppressing the traditional side-channel analysis. To launch the successful attack on a particular public key cryptographic (PKC) algorithm, a large number of samples per trace might need to be ac...

Full description

Bibliographic Details
Main Authors: Naila Mukhtar, Apostolos P. Fournaris, Tariq M. Khan, Charis Dimopoulos, Yinan Kong
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Side-channel attacks
machine learning analysis
elliptic curve security
embedded system security
Online Access:https://ieeexplore.ieee.org/document/9214821/

Internet

https://ieeexplore.ieee.org/document/9214821/

Similar Items