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cs.IT2020
Private Edge Computing for Linear Inference Based on Secret Sharing
Reent Schlegel, Siddhartha Kumar, Eirik Rosnes +1
We consider an edge computing scenario where users want to perform a linear computation on local, private data and a network-wide, public matrix. Users offload computations to edge…
cs.IT2020
The Capacity of Single-Server Weakly-Private Information Retrieval
Hsuan-Yin Lin, Siddhartha Kumar, Eirik Rosnes +2
A private information retrieval (PIR) protocol guarantees that a user can privately retrieve files stored in a database without revealing any information about the identity of the…