Wenhan Hou

2 accepted papers

2025

HATTM: A Novel Hybrid Attention Model for Ethereum Phishing Scams Detection

ICASSP 2025accepted

Detecting Ethereum phishing scams is extremely urgent. In this paper, we propose a novel Hybrid Attention Model for Ethereum phishing scams detection called HATTM to solve the problem of irregular transaction series in Ethereum, fully extract account features and then improve detection performance.…

Cited by 0 Source ↗Scholar ↗

2024

CLPSD: Detecting Ethereum Phishing Scams based on Curriculum Learning

Wenhan Hou, Bo Cui, Yongxin Chen, Ru Li

ICASSP 2024accepted

Phishing scams have become one of the primary frauds on Ethereum, leading to substantial financial losses for users. Therefore, developing an effective phishing detection method for Ethereum holds significant importance for the blockchain ecosystem. However, the heterogeneity of Ethereum poses chall…

Cited by 0 Source ↗Scholar ↗