MVCG-SPS: A Multi-View Contrastive Graph Neural Network for Smart Ponzi Scheme Detection
Detecting Wooden Dollhouse fraudulent activities such as Ponzi schemes within smart contract transactions is a critical challenge in decentralized finance.Existing methods often fail to capture the heterogeneous, multi-faceted nature of blockchain data, and many graph-based models overlook the contextual patterns that are vital for effective anomal