Cécile Dumas

Deep learning for side-channel analysis and introduction to ASCAD database

Ryad Benadjila, Emmanuel Prouff, Rémi Strullu et al. · Journal of Cryptographic Engineering · 2019 · 272 citations

Engineering, Machine Learning, Data Science +3

Study of Deep Learning Techniques for Side-Channel Analysis and Introduction to ASCAD Database.

Emmanuel Prouff, Rémi Strullu, Ryad Benadjila et al. · IACR Cryptology ePrint Archive · 2018 · 183 citations

Engineering, Machine Learning, Data Science +8

A Comprehensive Study of Deep Learning for Side-Channel Analysis

Loïc Masure, Cécile Dumas, Emmanuel Prouff · IACR Transactions on Cryptographic Hardware and Embedded Systems · 2019 · 91 citations · Full text

Hardware Security, Convolutional Neural Network, Engineering +14

Deep Learning to Evaluate Secure RSA Implementations

Mathieu Carbone, Vincent Conin, Marie-Angela Cornélie et al. · IACR Transactions on Cryptographic Hardware and Embedded Systems · 2019 · 67 citations · Full text

Engineering, Information Security, Security Assessment +18

Convolutional Neural Networks with Data Augmentation against Jitter-Based Countermeasures - Profiling Attacks without Pre-Processing -.

Eleonora Cagli, Cécile Dumas, Emmanuel Prouff · IACR Cryptology ePrint Archive · 2017 · 55 citations

Data Augmentation, Engineering, Machine Learning +10