112 citations · 141 across the 11 of their papers we have counts for
4 papers · 1 filter
RiskProp: Account Risk Rating on Ethereum via De-anonymous Score and Network Propagation
Dan Lin, Jiajing Wu, Qishuang Fu +2
As one of the most popular blockchain platforms supporting smart contracts, Ethereum has caught the interest of both investors and criminals. Differently from traditional financial…
Modeling and Understanding Ethereum Transaction Records via a Complex Network Approach
Dan Lin, Jiajing Wu, Qi Yuan +1
As the largest public blockchain-based platform supporting smart contracts, Ethereum has accumulated a large number of user transaction records since its debut in 2014. Analysis of…
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…
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…