Peek into the black-box: interpretable neural network using SAT equations in side-channel analysis

Deep neural networks (DNN) have become a significant threat to the security of cryptographic implementations with regards to side-channel analysis (SCA), as they automatically combine the leakages without any preprocessing needed, leading to a more efficient attack. However, these DNNs for SCA remai...

Full description

Bibliographic Details
Main Authors: Yap, Trevor, Benamira, Adrien, Bhasin, Shivam, Peyrin, Thomas
Other Authors: School of Physical and Mathematical Sciences
Format: Journal Article
Language:English
Published: 2023
Subjects:
Online Access:https://hdl.handle.net/10356/169835