Rafaël Pinot

Theoretical evidence for adversarial robustness through randomization

Rafaël Pinot, Laurent Meunier, Alexandre Araujo et al. · arXiv (Cornell University) · 2019 · 35 citations · Full text

Engineering, Machine Learning, Information Security +16

Differential Privacy and Byzantine Resilience in SGD

Rachid Guerraoui, Nirupam Gupta, Rafaël Pinot et al. · 2021 · 23 citations

Blockchain Consensus Protocol, Engineering, Machine Learning +16

SPEED: secure, PrivatE, and efficient deep learning

Arnaud Grivet Sébert, Rafaël Pinot, Martin Zuber et al. · Machine Learning · 2021 · 18 citations · Full text

Privacy Protection, Engineering, Information Security +8

Graph-based Clustering under Differential Privacy

Rafaël Pinot, Anne Morvan, Florian Yger et al. · arXiv (Cornell University) · 2018 · 13 citations · Full text

Cluster Computing, Privacy Protection, Engineering +20

Randomization matters. How to defend against strong adversarial attacks

Rafaël Pinot, Raphael Ettedgui, Geovani Rizk et al. · arXiv (Cornell University) · 2020 · 12 citations · Full text

Engineering, Machine Learning, Information Security +16