Explainable Graph Neural Networks for Multi-Class Fraudulent Address Classification in Ethereum
Blockchain networks have become a major target for fraudulent activities, including phishing and scamming attacks, due to the irreversible and pseudonymous nature of cryptocurrency transactions. Existing Ethereum fraud detection studies commonly formulate the problem as a binary classification task, which limits their...