Facing Unknown: Open-World Encrypted Traffic Classification Based on Contrastive Pre-Training. - Xiang Li 135; Beibei Feng; Tianning Zang; Xiaolin Xu; Shuyuan Zhao; Jingrun Ma (ISCC, 2023)

Listen to Minority: Encrypted Traffic Classification for Class Imbalance with Contrastive Pre-Training. - Xiang Li 135; Juncheng Guo; Qige Song; Jiang Xie 004; Yafei Sang; Shuyuan Zhao; Yongzheng Zhang 002 (SECON, 2023)

Let model keep evolving: Incremental learning for encrypted traffic classification. - Xiang Li 135; Jiang Xie 004; Qige Song; Yafei Sang; Yongzheng Zhang 002; Shuhao Li; Tianning Zang (Comput. Secur., 2024)