Wen-Hao Cai

TransGraphNet: A Transformer‐Graph Hybrid Deep Learning Model for DDoS Attack Detection in Heterogeneous Networks

DDoS attacks now spread across heterogeneous network environments, and this creates a concrete problem for detection systems: local or sequential models often miss complex, multi‐hop attack semantics. We propose TransGraphNet, a new end‐to‐end hybrid deep learning architecture built from three branches—Transformer ne...