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cs.CR2022
Private Collection Matching Protocols
Kasra EdalatNejad, Mathilde Raynal, Wouter Lueks +1
We introduce Private Collection Matching (PCM) problems, in which a client aims to determine whether a collection of sets owned by a server matches their interests. Existing privac…
cs.CR2022★ 2 cited
On the (In)security of Peer-to-Peer Decentralized Machine Learning
Dario Pasquini, Mathilde Raynal, Carmela Troncoso
In this work, we carry out the first, in-depth, privacy analysis of Decentralized Learning -- a collaborative machine learning framework aimed at addressing the main limitations of…