Publications

The list is not always updated. Check my DBLP and Google Scholar pages.

Unpublished works

• « A Hard-Label Cryptanalytic Extraction of Non-Fully Connected Deep Neural Networks using Side-Channel Attacks » - unpublished work - (source code incoming...)
  Benoit Coqueret, Mathieu Carbone, Olivier Sentieys, Gabriel Zaid

International Conferences & Journals

2025

• « Optimal Dimensionality Reduction using Conditional Variational AutoEncoder » - IACR TCHES - Source code
  Sana Boussam, Mathieu Carbone, Benoit Gérard, Guénaël Renault, Gabriel Zaid

2023

• « Conditional variational autoencoder based on stochastic attack » - IACR TCHES - Source code
  Gabriel Zaid, Lilian Bossuet, Mathieu Carbone, Amaury Habrard, Alexandre Venelli

• « When side‑channel attacks break the black‑box property of embedded artificial intelligence » - AISec
  Benoît Coqueret, Mathieu Carbone, Olivier Sentieys, Gabriel Zaid

2021

• « Efficiency through diversity in ensemble models applied to side‑channel attacks: a case study on public‑key algorithms » - IACR TCHES - Source code
  Gabriel Zaid, Lilian Bossuet, Amaury Habrard, Alexandre Venelli

• « Ranking loss: Maximizing the success rate in deep learning side‑channel analysis » - IACR TCHES - Source code
  Gabriel Zaid, Lilian Bossuet, François Dassance, Amaury Habrard, Alexandre Venelli

• « Online performance evaluation of deep learning networks for profiled side‑channel analysis » - COSADE
  Damien Robissout, Gabriel Zaid, Brice Colombier, Lilian Bossuet, Amaury Habrard

2020

• « Methodology for Efficient CNN Architectures in Profiling Attacks » - IACR TCHES - Source code
  Gabriel Zaid, Lilian Bossuet, Amaury Habrard, Alexandre Venelli

Thesis

2021

• « Bridging Deep Learning and Classical Profiled Side‑Channel Attacks » - University of Lyon
  Gabriel Zaid