Xiao-Han Gao

Lightweight Encrypted Traffic Classification via Cross-Attention Fusion for Resource-Constrained Networks

The widespread adoption of TLS encryption has rendered traditional deep packet inspection ineffective, compelling network operators to rely on behavioral features for application identification. While existing deep learning approaches achieve high accuracy, their considerable parameter counts limit deployment on storag...