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Cécile Dumas
ORCID
Publication Activity (10 Years)
Years Active: 2013-2021
Publications (10 Years): 16
Top Topics
Kernel Discriminant Analysis
Dimensionality Reduction Methods
Deep Learning
Convolutional Neural Networks
Top Venues
IACR Cryptol. ePrint Arch.
COSADE
CARDIS
IACR Trans. Cryptogr. Hardw. Embed. Syst.
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Publications
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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)