9 citations · 12 across the 10 of their papers we have counts for
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cs.LG2019
Privacy-Preserving Classification with Secret Vector Machines
Valentin Hartmann, Konark Modi, Josep M. Pujol +1
Today, large amounts of valuable data are distributed among millions of user-held devices, such as personal computers, phones, or Internet-of-things devices. Many companies collect…
cs.CR2019★ 1 cited
Secure Summation via Subset Sums: A New Primitive for Privacy-Preserving Distributed Machine Learning
Valentin Hartmann, Robert West
For population studies or for the training of complex machine learning models, it is often required to gather data from different actors. In these applications, summation is an imp…