MT $$^2$$ 2 AD: multi-layer temporal transaction anomaly detection in ethereum networks with GNN

Abstract In recent years, a surge of criminal activities with cross-cryptocurrency trades have emerged in Ethereum, the second-largest public blockchain platform. Most of the existing anomaly detection methods utilize the traditional machine learning with feature engineering or graph representation...

Fuld beskrivelse

Bibliografiske detaljer

Principais autores:	Beibei Han, Yingmei Wei, Qingyong Wang, Francesco Maria De Collibus, Claudio J. Tessone
Format:	Artigo
Sprog:	Inglês
Udgivet:	Springer 2023-07-01
Serier:	Complex & Intelligent Systems
Fag:	Anomaly detection Multi-layer transaction networks Graph classification Temporal network Graph representation learning
Online adgang:	https://doi.org/10.1007/s40747-023-01126-z
Tags:	Tilføj Tag Ingen Tags, Vær først til at tagge denne postø!