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Privacy-preserving medical image analysis

Alexander Ziller , Jonathan Passerat-Palmbach , Théo Ryffel , Dmitrii Usynin , Andrew Trask , et al.
MED-NEURIPS 2020 : Medical Imaging meets NeurIPS, Dec 2020, Online, France
Communication dans un congrès hal-03065933v1
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Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims

Miles Brundage , Shahar Avin , Jasmine Wang , Haydn Belfield , Gretchen Krueger , et al.
2020
Pré-publication, Document de travail hal-03065927v1

Partially Encrypted Machine Learning using Functional Encryption

Théo Ryffel , Edouard Dufour-Sans , Romain Gay , Francis Bach , David Pointcheval
NeurIPS 2019 - Thirty-third Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada
Communication dans un congrès hal-02357181v1
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ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing

Théo Ryffel , David Pointcheval , Francis Bach
2020
Pré-publication, Document de travail hal-02896127v1
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Cryptography for Privacy-Preserving Machine Learning

Théo Ryffel
Computer Science [cs]. ENS Paris - Ecole Normale Supérieure de Paris, 2022. English. ⟨NNT : ⟩
Thèse tel-04005263v1
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Differential Privacy Guarantees for Stochastic Gradient Langevin Dynamics

Théo Ryffel , Francis Bach , David Pointcheval
2022
Pré-publication, Document de travail hal-03547726v2