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

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

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 …

Deep Learning has recently been introduced as a new alternative to perform Side-Channel
analysis [MPP16]. Until now, studies have been focused on applying Deep Learning …

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 …

In the last decade, machine learning-based side-channel attacks have become a standard
option when investigating profiling side-channel attacks. At the same time, the previous state …

Abstract Evaluation of cryptographic implementations against profiled side-channel attacks
plays a fundamental role in security testing nowadays. Recently, deep neural networks and …

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 …

Template attack is the most common and powerful profiled side channel attack. It relies on a
realistic assumption regarding the noise of the device under attack: the probability density …

Deep learning represents a powerful set of techniques for profiling side-channel analysis.
The results in the last few years show that neural network architectures like multilayer …