Marzieh Gheisari — accepted AI-conference papers

2020

Joint Learning of Assignment and Representation for Biometric Group Membership

Marzieh Gheisari, Teddy Furon, Laurent Amsaleg

ICASSP 2020accepted

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 simultan…

Cited by 0 Source ↗Scholar ↗

2019

Aggregation and Embedding for Group Membership Verification

Marzieh Gheisari, Teddy Furon, Laurent Amsaleg, Behrooz Razeghi, Slava Voloshynovskiy

ICASSP 2019accepted

This paper proposes a group membership verification protocol preventing the curious but honest server from reconstructing the enrolled signatures and inferring the identity of querying clients. The protocol quantizes the signatures into discrete embeddings, making reconstruction difficult. It also a…

Cited by 0 Source ↗Scholar ↗