2 papers
cs.NI2026
SEROA: Stable Encrypted-Traffic Representation and Online Adaptation for Service-Aware Networks
Zongxi Liu, Shuai Mao, Jie Chuai +1
Mobile networks are evolving toward service-aware operation to support heterogeneous applications with diverse quality-ofservice (QoS) and quality-of-experience (QoE) requirements.…
cs.NI2026
Understanding Self-Supervised Representation Learning for Encrypted Traffic
Zongxi Liu, Shuai Mao, Jie Chuai +1
SSL has been adopted for encrypted traffic classification to learn representations from unlabeled traces and reduce reliance on manual feature engineering. However, recent studies…