no code implementations • 24 Jan 2024 • Peter Horvath, Lukasz Chmielewski, Leo Weissbart, Lejla Batina, Yuval Yarom
The results of the analysis show that neural network architectures are easily distinguishable using deep learning-based side-channel analysis.
no code implementations • 16 Mar 2022 • Servio Paguada, Lejla Batina, Ileana Buhan, Igor Armendariz
This paper introduces a deep learning modular network for side-channel analysis.
no code implementations • 29 Nov 2021 • Servio Paguada, Lejla Batina, Ileana Buhan, Igor Armendariz
The absence of an algorithm that effectively monitors deep learning models used in side-channel attacks increases the difficulty of evaluation.
no code implementations • 24 Dec 2020 • Unai Rioja, Lejla Batina, Jose Luis Flores, Igor Armendariz
Due to the constant increase and versatility of IoT devices that should keep sensitive information private, Side-Channel Analysis (SCA) attacks on embedded devices are gaining visibility in the industrial field.
Cryptography and Security