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SPEED: secure, PrivatE, and efficient deep learning

Pinot, Rafaël; Zuber, Martin; Gouy-Pailler, Cedric; Sirdey, Renaud (2021), SPEED: secure, PrivatE, and efficient deep learning, ECML PKDD 2021 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Machine Learning. 10.1007/s10994-021-05970-3

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Type
Communication / Conférence
External document link
https://hal-cea.archives-ouvertes.fr/cea-03295491
Date
2021
Conference date
2021
Conference country
SPAIN
Book title
ECML PKDD 2021 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
Publisher
Machine Learning
Publication identifier
Metadata
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Author(s)
Pinot, Rafaël
Zuber, Martin
Gouy-Pailler, Cedric
Sirdey, Renaud
Subjects / Keywords
Data protection; Artificial intelligence; Collaborative learning; Distributed differential privacy; Homomorphic encryption; distributed learning; deep learning; classification; data processing