112 citations · 274 across the 13 of their papers we have counts for
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cs.SI2019
Who Are the Phishers? Phishing Scam Detection on Ethereum via Network Embedding
Jiajing Wu, Qi Yuan, Dan Lin +4
Recently, blockchain technology has become a topic in the spotlight but also a hotbed of various cybercrimes. Among them, phishing scams on blockchain have been found making a nota…
stat.ML2019★ 27 cited
Gradient Boosting Machine: A Survey
Zhiyuan He, Danchen Lin, Thomas Lau +1
In this survey, we discuss several different types of gradient boosting algorithms and illustrate their mathematical frameworks in detail: 1. introduction of gradient boosting lead…
cs.SI2019★ 106 cited
T-EDGE: Temporal WEighted MultiDiGraph Embedding for Ethereum Transaction Network Analysis
Jiajing Wu, Dan Lin, Zibin Zheng +1
Recently, graph embedding techniques have been widely used in the analysis of various networks, but most of the existing embedding methods omit the network dynamics and the multipl…