302 citations · 695 across the 16 of their papers we have counts for
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cs.CR2019★ 302 cited
HybridAlpha: An Efficient Approach for Privacy-Preserving Federated Learning
Runhua Xu, Nathalie Baracaldo, Yi Zhou +2
Federated learning has emerged as a promising approach for collaborative and privacy-preserving learning. Participants in a federated learning process cooperatively train a model b…
cs.CY2019★ 22 cited
Towards Federated Graph Learning for Collaborative Financial Crimes Detection
Toyotaro Suzumura, Yi Zhou, Natahalie Baracaldo +10
Financial crime is a large and growing problem, in some way touching almost every financial institution. Financial institutions are the front line in the war against financial crim…