cat papers.bib

• [2026] cascade

  Is it Really Broken? The Failure of DL-SCA Scoring Metrics under Non-Uniform Priors

  N. Rousselot, K. Heydemann, L. Masure, V. Migairou, R. Strullu

  [link: placeholder][explainer][bib]

  $ cat rousselot2026really.bib[esc]

  @article{rousselot2026really,  title={Is it Really Broken? The Failure of DL-SCA Scoring Metrics under Non-Uniform Priors},  author={Rousselot, Nathan and Heydemann, Karine and Masure, Lo{\"\i}c and Migairou, Vincent and Strullu, R{\'e}mi},  journal={CASCADE},  year={2026}}

  [copy][download]

• [2025] tches

  Scoop: An optimization algorithm for profiling attacks against higher-order masking

  N. Rousselot, K. Heydemann, L. Masure, V. Migairou

  [eprint 2025/498][explainer][bib]

  $ cat rousselot2025scoop.bib[esc]

  @article{rousselot2025scoop,  title={Scoop: An optimization algorithm for profiling attacks against higher-order masking},  author={Rousselot, Nathan and Heydemann, Karine and Masure, Lo{\"\i}c and Migairou, Vincent},  journal={IACR Transactions on Cryptographic Hardware and Embedded Systems},  volume={2025},  number={3},  pages={56--80},  year={2025}}

  [copy][download]

• [2024] ices jms

  Implementation of the split-beam function to Mills cross multibeam echo sounder for target strength measurements

  G. Matte, T. Gauthier, N. Rousselot, J. Guillard, M. Lamouret, O. Lerda, B. Tallon, P. Roux, F. Mosca

  [link: placeholder][bib]

  $ cat matte2024implementation.bib[esc]

  @article{matte2024implementation,  title={Implementation of the split-beam function to Mills cross multibeam echo sounder for target strength measurements},  author={Matte, Guillaume and Gauthier, Tehei and Rousselot, Nathan and Guillard, Jean and Lamouret, Marie and Lerda, Olivier and Tallon, Benoit and Roux, Phillipe and Mosca, Frederic},  journal={ICES Journal of Marine Science},  volume={81},  number={7},  pages={1424--1432},  year={2024},  publisher={Oxford University Press}}

  [copy][download]

ls ./posters ./talks

Posters & talks, newest first.

• [oct 2026]

  poster · CHES 2026 · Antalya, Turkey

  Gradient-free Profiling for Deep Learning based Side-Channel Analysis against Masking: the Solution for the Plateau Effect?

  [poster.pdf][bib]

  $ cat rousselot2026poster_tagi.bib[esc]

  @misc{rousselot2026poster_tagi,  author       = {Nathan Rousselot and Karine Heydemann and Lo{\"\i}c Masure and Vincent Migairou},  title        = {Gradient-free Profiling for Deep Learning based Side-Channel Analysis against Masking: the Solution for the Plateau Effect?},  howpublished = {Poster, CHES 2026},  address      = {Antalya, Turkey},  year         = {2026},  month        = {October},  type         = {poster},  url          = {https://nathan-rousselot.com/posters/ches2026-gradient-free-plateau.pdf}}

  [copy][download]

• [sep 2026]

  talk · JSCA 2026 · Montpellier, France

  Solving Concealed ILWE by Graduated Non-Convexity: Recovering ML-DSA keys from side-channel leakage with fewer signatures

  [slides: placeholder][bib]

  $ cat rousselot2026jsca.bib[esc]

  @misc{rousselot2026jsca,  author       = {Nathan Rousselot and Paco Azevedo-Oliveira and Andersson Calle Viera},  title        = {Solving Concealed {ILWE} by Graduated Non-Convexity: Recovering {ML-DSA} keys from side-channel leakage with fewer signatures},  howpublished = {Talk, JSCA 2026},  address      = {Montpellier, France},  year         = {2026},  month        = {September},  type         = {talk},  url          = {TODO}}

  [copy][download]

• [sep 2025]

  talk · OPTIMIST Workshop @ CHES 2025 · Kuala Lumpur, Malaysia

  Reproducibility Challenges of Deep Learning-based Side-Channel Analysis

  [slides: placeholder][bib]

  $ cat rousselot2025optimist.bib[esc]

  @misc{rousselot2025optimist,  author       = {Nathan Rousselot},   title        = {Reproducibility Challenges of Deep Learning-based Side-Channel Analysis},  howpublished = {Talk, OPTIMIST Workshop @ CHES 2025},  address      = {Kuala Lumpur, Malaysia},  year         = {2025},  month        = {September},  type         = {talk}, }

  [copy][download]

• [may 2025]

  poster · PHISIC · Gardanne, France

  Scoop: An Optimization Algorithm for Profiling attacks against higher order masking

  [poster: placeholder][bib]

  $ cat rousselot_poster_scoop.bib[esc]

  @misc{rousselot_poster_scoop,  author       = {Nathan Rousselot and Karine Heydemann and Lo{\"\i}c Masure and Vincent Migairou},  title        = {Scoop: An Optimization Algorithm for Profiling attacks against higher order masking},  howpublished = {PHISIC},  address      = {Gardanne, France},  year         = {2025},  month        = {May},  type         = {poster},  url          = {https://nathan-rousselot.com/posters/TODO.pdf}}

  [copy][download]

• [2025]

  talk · GRETSI 2025

  SCOOP: une méthode d'optimisation de réseaux de neurones adaptée aux attaques par canaux auxiliaires

  [slides: placeholder][bib]

  $ cat rousselot2025gretsi.bib[esc]

  @misc{rousselot2025gretsi,  title        = {SCOOP: une m{\'e}thode d'optimisation de r{\'e}seaux de neurones adapt{\'e}e aux attaques par canaux auxiliaires},  author       = {Rousselot, Nathan and Heydemann, Karine and Masure, Lo{\"\i}c and Migairou, Vincent},  howpublished = {Talk, GRETSI 2025},  year         = {2025},  type         = {talk}}

  [copy][download]