Cécile Dumas

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 16

Top Topics

Kernel Discriminant Analysis

Dimensionality Reduction Methods

Convolutional Neural Networks

Top Venues

IACR Cryptol. ePrint Arch.

IACR Trans. Cryptogr. Hardw. Embed. Syst.

Publications

Gabriel Destouet, Cécile Dumas, Anne Frassati, Valérie Perrier
Generalized Morse Wavelet Frame Estimation Applied to Side-Channel Analysis. ICFSP (2021)
Loïc Masure, Nicolas Belleville, Eleonora Cagli, Marie-Angela Cornelie, Damien Couroussé, Cécile Dumas, Laurent Maingault
Deep Learning Side-Channel Analysis on Large-Scale Traces - A Case Study on a Polymorphic AES. ESORICS (1) (2020)
Loïc Masure, Nicolas Belleville, Eleonora Cagli, Marie-Angela Cornelie, Damien Couroussé, Cécile Dumas, Laurent Maingault
Deep Learning Side-Channel Analysis on Large-Scale Traces - A Case Study on a Polymorphic AES. IACR Cryptol. ePrint Arch. 2020 (2020)
Ryad Benadjila, Emmanuel Prouff, Rémi Strullu, Eleonora Cagli, Cécile Dumas
Deep learning for side-channel analysis and introduction to ASCAD database. J. Cryptogr. Eng. 10 (2) (2020)
Gabriel Destouet, Cécile Dumas, Anne Frassati, Valérie Perrier
Wavelet Scattering Transform and Ensemble Methods for Side-Channel Analysis. IACR Cryptol. ePrint Arch. 2020 (2020)
Gabriel Destouet, Cécile Dumas, Anne Frassati, Valérie Perrier
Wavelet Scattering Transform and Ensemble Methods for Side-Channel Analysis. COSADE (2020)
Loïc Masure, Cécile Dumas, Emmanuel Prouff
A Comprehensive Study of Deep Learning for Side-Channel Analysis. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2020 (1) (2020)
Mathieu Carbone, Vincent Conin, Marie-Angela Cornelie, François Dassance, Guillaume Dufresne, Cécile Dumas, Emmanuel Prouff, Alexandre Venelli
Deep Learning to Evaluate Secure RSA Implementations. IACR Cryptol. ePrint Arch. 2019 (2019)
Loïc Masure, Cécile Dumas, Emmanuel Prouff
Gradient Visualization for General Characterization in Profiling Attacks. COSADE (2019)
Loïc Masure, Cécile Dumas, Emmanuel Prouff
A Comprehensive Study of Deep Learning for Side-Channel Analysis. IACR Cryptol. ePrint Arch. 2019 (2019)
Mathieu Carbone, Vincent Conin, Marie-Angela Cornelie, François Dassance, Guillaume Dufresne, Cécile Dumas, Emmanuel Prouff, Alexandre Venelli
Deep Learning to Evaluate Secure RSA Implementations. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2019 (2) (2019)
Emmanuel Prouff, Rémi Strullu, Ryad Benadjila, Eleonora Cagli, Cécile Dumas
Study of Deep Learning Techniques for Side-Channel Analysis and Introduction to ASCAD Database. IACR Cryptol. ePrint Arch. 2018 (2018)
Loïc Masure, Cécile Dumas, Emmanuel Prouff
Gradient Visualization for General Characterization in Profiling Attacks. IACR Cryptol. ePrint Arch. 2018 (2018)
Eleonora Cagli, Cécile Dumas, Emmanuel Prouff
Convolutional Neural Networks with Data Augmentation against Jitter-Based Countermeasures - Profiling Attacks without Pre-Processing -. IACR Cryptol. ePrint Arch. 2017 (2017)
Eleonora Cagli, Cécile Dumas, Emmanuel Prouff
Convolutional Neural Networks with Data Augmentation Against Jitter-Based Countermeasures - Profiling Attacks Without Pre-processing. CHES (2017)
Eleonora Cagli, Cécile Dumas, Emmanuel Prouff
Kernel Discriminant Analysis for Information Extraction in the Presence of Masking. CARDIS (2016)
Louis Dureuil, Marie-Laure Potet, Philippe de Choudens, Cécile Dumas, Jessy Clédière
From Code Review to Fault Injection Attacks: Filling the Gap Using Fault Model Inference. CARDIS (2015)
Eleonora Cagli, Cécile Dumas, Emmanuel Prouff
Enhancing Dimensionality Reduction Methods for Side-Channel Attacks. CARDIS (2015)
Yanis Linge, Cécile Dumas, Sophie Lambert-Lacroix
Using the Joint Distributions of a Cryptographic Function in Side Channel Analysis. COSADE (2014)
Yanis Linge, Cécile Dumas, Sophie Lambert-Lacroix
Maximal Information Coefficient Analysis. IACR Cryptol. ePrint Arch. 2014 (2014)
Yanis Linge, Cécile Dumas, Sophie Lambert-Lacroix
Using the Joint Distributions of a Cryptographic Function in Side Channel Analysis. IACR Cryptol. ePrint Arch. 2013 (2013)