34 citations · 91 across the 18 of their papers we have counts for
5 papers · 1 filter
Being Patient and Persistent: Optimizing An Early Stopping Strategy for Deep Learning in Profiled Attacks
Servio Paguada, Lejla Batina, Ileana Buhan +1
The absence of an algorithm that effectively monitors deep learning models used in side-channel attacks increases the difficulty of evaluation. If the attack is unsuccessful, the q…
Keep It Unbiased: A Comparison Between Estimation of Distribution Algorithms and Deep Learning for Human Interaction-Free Side-Channel Analysis
Unai Rioja, Lejla Batina, Igor Armendariz +1
Evaluating side-channel analysis (SCA) security is a complex process, involving applying several techniques whose success depends on human engineering. Therefore, it is crucial to…
Rosita++: Automatic Higher-Order Leakage Elimination from Cryptographic Code
Madura A. Shelton, Łukasz Chmielewski, Niels Samwel +3
Side-channel attacks are a major threat to the security of cryptographic implementations, particularly for small devices that are under the physical control of the adversary. While…
SoK: Design Tools for Side-Channel-Aware Implementations
Ileana Buhan, Lejla Batina, Yuval Yarom +1
Side-channel attacks that leak sensitive information through a computing device's interaction with its physical environment have proven to be a severe threat to devices' security,…
Auto-tune POIs: Estimation of distribution algorithms for efficient side-channel analysis
Unai Rioja, Lejla Batina, Jose Luis Flores +1
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 visi…