Jean Ogier du Terrail

3 papers · 2022–2023 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 👥 Mega-Team (24)

Conferences

NIPS (2) ICML (1)

Top co-authors

Tanguy Marchand (3) Boris Muzellec (2) Mathieu Andreux (2) Regis Loeb (2) Samy-Safwan Ayed (1) Paul Mangold (1) Aurélien Bellet (1) Felix Grimberg (1) Erum Mushtaq (1) Maria Teleńczuk (1)

Keywords

federated learning (2) privacy attack (1) secure aggregation (1) benchmark dataset (1) cross-silo federated learning (1) healthcare datum (1) model inversion (1) secure multiparty computation (1) yeo-johnson transformation (1) privacy-preserving machine learning (1) feature gaussianization (1)

Papers

SRATTA: Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning. ICML 2023

FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings NIPS 2022

SecureFedYJ: a safe feature Gaussianization protocol for Federated Learning NIPS 2022