| 2025 | CSCWD | TA: A Chinese Adversarial Samples Generation Approach Based on Multi-Strategy Perturbations. | Yangyang Ding, Gaopeng Gou, Qingya Yang |
| 2025 | TrustCom | SwCC: A Swapped-Contrastive Clustering Learning for Few-shot Website Fingerprinting Attacks. | Jing Bai, Gaopeng Gou, Zheyuan Gu, Wenqi Dong, Gang Xiong, Zhen Li, Zhenzhen Li, Qingya Yang |
| 2024 | TrustCom | OSN Bots Traffic Transformer : MAE-Based Multimodal Social Bots Behavior Pattern Mining. | Haonan Zhai, Ruiqi Liang, Zhenzhen Li, Zhen Li, Wei Xia, Bingxu Wang, Qingya Yang |
| 2023 | CSCWD | Identifying DoH Tunnel Traffic Using Core Feathers and Machine Learning Method. | Bingxu Wang, Gang Xiong, Gaopeng Gou, Jiaying Song, Zhen Li, Qingya Yang |
| 2023 | CSCWD | A Recurrent Self-learning Labeler for Building Network Traffic Ground Truth. | Qingya Yang, Chang Liu, Peipei Fu, Bingxu Wang, Gaopeng Gou, Gang Xiong |
| 2023 | CSCWD | Multi-Feature Fusion Based Approach for Classifying Encrypted Mobile Application Traffic. | Qingya Yang, Peipei Fu, Junzheng Shi, Bingxu Wang, Zhen Li, Gang Xiong |
| 2022 | HPCC | MTBD: HTTPS Tunnel Detection Based on Multi-dimension Traffic Behaviors Decision. | Bingxu Wang, Yangyang Guan, Gaopeng Gou, Peipei Fu, Zhen Li, Qingya Yang, Chang Liu |
| 2022 | QRS | Anomaly Detection in Encrypted Identity Resolution Traffic based on Machine Learning. | Zhishen Zhu, Hao Zhou, Qingya Yang, Chonghua Wang, Zhen Li |
| 2022 | WoWMoM | BSBA: Burst Series Based Approach for Identifying Fake Free-traffic. | Sijia Li, Chang Liu, Zhen Li, Qingya Yang, Anlin Xu, Gaopeng Gou |
| 2021 | TrustCom | Towards Multi-source Extension: A Multi-classification Method Based on Sampled NetFlow Records. | Peipei Fu, Qingya Yang, Yangyang Guan, Bingxu Wang, Gaopeng Gou, Zhen Li, Gang Xiong, Zhenzhen Li |
| 2021 | TrustCom | Attack versus Attack: Toward Adversarial Example Defend Website Fingerprinting Attack. | Chengshang Hou, Junzheng Shi, Mingxin Cui, Qingya Yang |
| 2020 | HPCC | Towards Aggregated Features: A Novel Proxy Detection Method Using NetFlow Data. | Peipei Fu, Qingya Yang, Chang Liu, Zhenzhen Li, Gaopeng Gou, Gang Xiong, Li Guo |
| 2020 | WISE | NSA-Net: A NetFlow Sequence Attention Network for Virtual Private Network Traffic Detection. | Peipei Fu, Chang Liu, Qingya Yang, Zhenzhen Li, Gaopeng Gou, Gang Xiong, Zhen Li |