Zhongyu Guo

A Semi-Supervised Learning Framework for Encrypted Traffic Classification Based on Supervised Contrastive Learning and Masked Sequence Prediction Tasks

2025

With the widespread adoption of encryption technologies, the proportion of encrypted traffic in network traffic has significantly increased, making encrypted traffic classification a key technology for enhancing network security and optimizing network performance. Although existing …