15 citations · 37 across the 8 of their papers we have counts for
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cs.SI2021
Dense and well-connected subgraph detection in dual networks
Tianyi Chen, Francesco Bonchi, David Garcia-Soriano +2
Dense subgraph discovery is a fundamental problem in graph mining with a wide range of applications \cite{gionis2015dense}. Despite a large number of applications ranging from comp…
cs.LG2021★ 15 cited
CAFE: Catastrophic Data Leakage in Vertical Federated Learning
Xiao Jin, Pin-Yu Chen, Chia-Yi Hsu +2
Recent studies show that private training data can be leaked through the gradients sharing mechanism deployed in distributed machine learning systems, such as federated learning (F…