LLM-Guided Temporal Graph Neural Network for Illicit Transaction Detection in Blockchain Networks
Illicit transaction detection in blockchain networks is important for cryptocurrency anti-money laundering and other on-chain financial applications. Detecting suspicious transactions is challenging because illicit behaviors are often reflected through cross-entity fund-flow dependencies, temporal transaction evolution...