Xiangfu Liu

Graph-Based Contract Sensing Framework for Smart Contract Vulnerability Detection

2025 · IEEE Transactions on Big Data

Smart contract vulnerabilities have led to significant economic losses, threatening blockchain security and development. Graph neural network (GNN)-based approaches, which capture the structural properties of contracts and leverage code dependencies to better understand contract behavior, …