ICASSP 2020accepted0 citations
Joint Learning of Assignment and Representation for Biometric Group Membership
Marzieh Gheisari, Teddy Furon, Laurent Amsaleg
Abstract
This paper proposes a framework for group membership protocols preventing the curious but honest server from reconstructing the enrolled biometric signatures and inferring the identity of querying clients. This framework learns the embedding parameters, group representations and assignments simultaneously. Experiments show the trade-off between security/privacy and verification/identification performances.
BibTeX
@inproceedings{icassp2020_jointlearningofa,
title = {Joint Learning of Assignment and Representation for Biometric Group Membership},
author = {Marzieh Gheisari and Teddy Furon and Laurent Amsaleg},
booktitle = {ICASSP 2020},
year = {2020}
}