Publications

Everything is Connected: From Model Learnability to Guessing Entropy

Lichao Wu, Léo Weissbart, Marina Krček, Huimin Li, Guilherme Perin, Lejla Batina, Stjepan Picek

Cryptology ePrint Archive

Keep it Unsupervised: Horizontal Attacks Meet Deep Learning

Guilherme Perin, Lukasz Chmielewski, Lejla Batina, Stjepan Picek

Cryptology ePrint Archive

A Comparison of Weight Initializers in Deep Learning-based Side-channel Analysis

Huimin Li, Marina Krček, Guilherme Perin

Cryptology ePrint Archive

A Fast Characterization Method for Semi-invasive Fault Injection Attacks

Lichao Wu, Gerard Ribera, Noemie Beringuier-Boher, Stjepan Picek

RSA Conference 2020

Mind the Portability: A Warriors Guide through Realistic Profiled Side-channel Analysis

Shivam Bhasin, Anupam Chattopadhyay, Annelie Heuser, Dirmanto Jap, Stjepan Picek, Ritu Ranjan Shrivastwa

Network and Distributed System Security Symposium (NDSS) 2020

Remove Some Noise: On Pre-processing of Side-channel Measurements with Autoencoders

Lichao Wu, Stjepan Picek

Cryptology ePrint Archive

Learning when to stop: a mutual information approach to fight overfitting in profiled side-channel analysis

Guilherme Perin, Ileana Buhan, Stjepan Picek

Cryptology ePrint Archive