output
20062026
most citedDeep Learning for Segmentation using an Open Large-Scale Dataset in 2D Echocardiography

773 citations

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cs.CR2021★ 5 cited

Privacy Assessment of Federated Learning using Private Personalized Layers

Théo Jourdan, Antoine Boutet, Carole Frindel

Federated Learning (FL) is a collaborative scheme to train a learning model across multiple participants without sharing data. While FL is a clear step forward towards enforcing us…

cs.CR2020★ 1 cited

DYSAN: Dynamically sanitizing motion sensor data against sensitive inferences through adversarial networks

Claude Rosin Ngueveu, Antoine Boutet, Carole Frindel +3

With the widespread adoption of the quantified self movement, an increasing number of users rely on mobile applications to monitor their physical activity through their smartphones…