Qiyao Li

A graph neural network-based method for enterprise network lateral movement detection

A hierarchical attention-based graph neural network is introduced to address the challenge of detecting lateral movement within large-scale enterprise networks. By representing users, hosts, and endpoint devices as nodes and encoding authentication and communication events as edges, the proposed framework captures both...