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AGGREGATION AND EMBEDDING FOR GROUP MEMBERSHIP VERIFICATION

Citation Author(s):
Marzieh Gheisari, Teddy Furon, Laurent Amsaleg, Behrooz Razeghi, Slava Voloshynovskiy
Submitted by:
Marzieh Gheisari
Last updated:
13 May 2019 - 9:23am
Document Type:
Poster
Document Year:
2019
Event:
Presenters Name:
Marzieh Gheisari
Paper Code:
2119
Categories:

Abstract 

Abstract: 

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 aggregates multiple embeddings into representative values, impeding identification. Theoretical and experimental results show the trade-off between the security and error rates.

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