3.1k citations · 3.1k across the 5 of their papers we have counts for
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cs.CR2022★ 2 cited
Collaborative Drug Discovery: Inference-level Data Protection Perspective
Balazs Pejo, Mina Remeli, Adam Arany +2
Pharmaceutical industry can better leverage its data assets to virtualize drug discovery through a collaborative machine learning platform. On the other hand, there are non-negligi…
cs.CR2019★ 11 cited
Substra: a framework for privacy-preserving, traceable and collaborative Machine Learning
Mathieu N Galtier, Camille Marini
Machine learning is promising, but it often needs to process vast amounts of sensitive data which raises concerns about privacy. In this white-paper, we introduce Substra, a distri…