Electronic devices may undergo attacks going beyond traditional cryptanalysis. Side-
channel analysis (SCA) is an alternative attack that exploits information leaking from …

With increasing expansion of the Internet of Things, embedded devices equipped with
cryptographic modules become an important factor to protect sensitive data. Even though …

In cryptography, a side-channel attack is any attack based on the analysis of measurements
related to the physical implementation of a cryptosystem. Nowadays, the possibility of …

The adoption of deep neural networks for profiled side-channel attacks provides powerful
options for leakage detection and key retrieval of secure products. When training a neural …

Side-channel attacks represent one of the most powerful categories of attacks on
cryptographic devices with profiled attacks in a prominent place as the most powerful among …

Abstract Template Attacks and the Stochastic Model provide advanced methods for side
channel cryptanalysis that make use of 'a-priori'knowledge gained from a profiling step. For …

Recently, several studies have been published on the application of deep learning to
enhance Side-Channel Attacks (SCA). These seminal works have practically validated the …

In this work, we ask a question whether Convolutional Neural Networks are more suitable for
side-channel attacks than some other machine learning techniques and if yes, in what …

A recent line of research has investigated a new profiling technique based on deep learning
as an alternative to the well-known template attack. The advantage of this new profiling …

Recent works have demonstrated that deep learning algorithms were efficient to conduct
security evaluations of embedded systems and had many advantages compared to the other …