Plaintext: A Missing Feature for Enhancing the Power of Deep Learning in Side-Channel Analysis?

Plaintext: A Missing Feature for Enhancing the Power of Deep Learning in Side-Channel Analysis?

Deep learning (DL) has proven to be very effective for image recognition tasks, with a large body of research on various model architectures for object classification. Straight-forward application of DL to side-channel analysis (SCA) has already shown promising success, with experimentation on open...

Full description

Bibliographic Details
Main Authors: Anh-Tuan Hoang, Neil Hanley, Maire O’Neill
Format: Article
Language:English
Published: Ruhr-Universität Bochum 2020-08-01
Series:Transactions on Cryptographic Hardware and Embedded Systems
Subjects:
Deep learning
CNN
AES
Plaintext feature extension
integer encoding
one-hot encoding
Online Access:https://tches.iacr.org/index.php/TCHES/article/view/8677

Internet

https://tches.iacr.org/index.php/TCHES/article/view/8677

Similar Items