| 2025 | ACL | Cultivating Gaming Sense for Yourself: Making VLMs Gaming Experts. | Wenxuan Lu, Jiangyang He, Zhanqiu Zhang, Steven Y. Guo, Tianning Zang |
| 2025 | ACL | Global Eye: Breaking the "Fixed Thinking Pattern" during the Instruction Expansion Process. | Wenxuan Lu, Wei Liu, Jian Luan, Bin Wang, Songhao Jiang, Tianning Zang |
| 2025 | CSCWD | Pegasus: Accelerating Provenance Graph-based Intrusion Detection Methods. | Pengcheng Bi, Qi Wang, Yuan Xu, Tianning Zang, Xiaochun Yun |
| 2025 | CSCWD | Towards Open-World DoH Tunnel Detection: A Dual-View Contrastive Learning Framework with Adaptive Feature Boundaries. | Beibei Feng, Qi Wang, Zhefeng Nan, Jiang Xie, Tianning Zang, Xiaolin Xu, Jingrun Ma |
| 2025 | ICCS | Temporal-Aware Social Bot Detection with Graph Contrastive Learning. | Weiguang Wang, Tianning Zang, Xiaoyu Zhang |
| 2025 | WCNC | Enhanced Encrypted Traffic Classification Through Packet-Flow Dual Views. | Beibei Feng, Qi Wang, Yijing Wang, Feifan Li, Xiaolin Xu, Tianning Zang, Jingrun Ma |
| 2024 | CSCWD | MTS-IoT: A Robust Encrypted IoT Traffic Classification via Multi-dimensional Time Series. | Tianye Gao, Wang Qi, Kehong Liu, ShengBao Li, Ruihai Ge, Tianning Zang |
| 2024 | CSCWD | A Machine Learning-based Method for Clustering the Traffic of Linux NATed Network Entities with TCP/IP Feature. | Kehong Liu, Qi Wang, Tianye Gao, Tianxing Ma, Tianning Zang |
| 2024 | CSCWD | Revisiting Open DNS Resolver Vulnerabilities to Reflection-Based DDoS Threats. | Kehong Liu, Qi Wang, Junnan Yin, Letian Du, Tianning Zang |
| 2024 | CSCWD | IMTCDF: A Multi-Module-Based Internet Malicious Traffic Classification and Detection Framework. | Ziang Li, Jie Xu, Zhenyu Cheng, Tianning Zang |
| 2024 | CSCWD | Efficiently Adapting Traffic Pre-trained Models for Encrypted Traffic Classification. | Wenxuan Lu, Zhuohang Lv, Lanqi Yang, Xiang Luo, Tianning Zang |
| 2024 | EMNLP | Hit the Nail on the Head: Parameter-Efficient Multi-task Tuning via Human Language Intervention. | Wenxuan Lu, Songhao Jiang, Yijing Wang, Tianning Zang |
| 2024 | ICCS | BotRGA: Neighborhood-Aware Twitter Bot Detection with Relational Graph Aggregation. | Weiguang Wang, Qi Wang, Tianning Zang, Xiaoyu Zhang, Lu Liu, Taorui Yang, Yijing Wang |
| 2024 | IJCNN | AppFineGraph: Hierarchical Mobile Encrypted Traffic Classification at Multi-Granularities via a Branch Graph Neural Network. | ShengBao Li, Zhuohang Lv, Tianning Zang, Lanqi Yang, Qian Qiang |
| 2024 | KSEM | Vicinal Data Augmentation for Classification Model via Feature Weaken. | Songhao Jiang, Yan Chu, Tianxing Ma, Xiaochen Miao, Zhengkui Wang, Tianning Zang |
| 2024 | WCNC | FineNet: Few-Shot Mobile Encrypted Traffic Classification via a Deep Triplet Learning Network Based on Transformer. | ShengBao Li, Qian Qiang, Tianning Zang, Lanqi Yang, Tianye Gao |
| 2024 | TrustCom | From Scarcity to Clarity: Few-Shot Learning for DoH Tunnel Detection Through Prototypical Network. | Beibei Feng, Qi Wang, Xiaolin Xu, Yijing Wang, Tianning Zang, Jingrun Ma |
| 2024 | TrustCom | Path Generation Method of Anti-Tracking Network based on Dynamic Asymmetric Hierarchical Architecture. | Zhefeng Nan, Qi Wang, Changbo Tian, Yijing Wang, Tianning Zang, Dongwei Zhu |
| 2023 | IJCAI | Explainable Text Classification via Attentive and Targeted Mixing Data Augmentation. | Songhao Jiang, Yan Chu, Zhengkui Wang, Tianxing Ma, Hanlin Wang, Wenxuan Lu, Tianning Zang, Bo Wang |
| 2023 | IJCNN | MTCD-Model: A Two-Layer Model for Malicious Traffic Classification and Detection Based on Hierarchical Feature Learning. | Ziang Li, Zhenyu Cheng, Tianning Zang, Yijie Li |
| 2023 | ISCC | Facing Unknown: Open-World Encrypted Traffic Classification Based on Contrastive Pre-Training. | Xiang Li, Beibei Feng, Tianning Zang, Xiaolin Xu, Shuyuan Zhao, Jingrun Ma |
| 2023 | TrustCom | Topology construction method of anti-tracking network based on cross-domain decentralized gravity model. | Zhefeng Nan, Qian Qiang, Tianning Zang, Changbo Tian, Shuyuan Zhao, Shuhe Liu |
| 2022 | GLOBECOM | Malicious Blockchain Domain Detection Based on Heterogeneous Information Network. | Jian Han, Zhonghua Wang, Songhao Jiang, Tianning Zang |
| 2022 | SecureComm | Cost-Effective Malware Classification Based on Deep Active Learning. | Qian Qiang, Yige Chen, Yang Hu, Tianning Zang, Mian Cheng, Quanbo Pan, Yu Ding, Zisen Qi |
| 2021 | PAM | Winding Path: Characterizing the Malicious Redirection in Squatting Domain Names. | Yuwei Zeng, Xunxun Chen, Tianning Zang, Haiwei Tsang |
| 2020 | PAM | Leopard: Understanding the Threat of Blockchain Domain Name Based Malware. | Zhangrong Huang, Ji Huang, Tianning Zang |
| 2020 | WCNC | MalPortrait: Sketch Malicious Domain Portraits Based on Passive DNS Data. | Zhizhou Liang, Tianning Zang, Yuwei Zeng |
| 2019 | GLOBECOM | Pontus: A Linguistics-Based DGA Detection System. | Dingkui Yan, Huilin Zhang, Yipeng Wang, Tianning Zang, Xiaolin Xu, Yuwei Zeng |
| 2019 | ICNP | Rethinking Encrypted Traffic Classification: A Multi-Attribute Associated Fingerprint Approach. | Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Yipeng Wang |
| 2019 | ICNP | A Linguistics-based Stacking Approach to Disposable Domains Detection. | Yuwei Zeng, Yongzheng Zhang, Tianning Zang, Xunxun Chen, Yipeng Wang |
| 2018 | ICISSP | The Rapid Extraction of Suspicious Traffic from Passive DNS. | Wenbo Wang, Tianning Zang, Yuqing Lan |
| 2018 | TrustCom | Detecting Domain Generation Algorithms with Convolutional Neural Language Models. | Ji Huang, Pei Wang, Tianning Zang, Qian Qiang, Yipeng Wang, Miao Yu |
| 2014 | SecureComm | Detecting Malicious Behaviors in Repackaged Android Apps with Loosely-Coupled Payloads Filtering Scheme. | Lulu Zhang, Yongzheng Zhang, Tianning Zang |
| 2010 | ICPADS | Cooperative Work Systems for the Security of Digital Computing Infrastructure. | Tianning Zang, Xiao-chun Yun, Tianyi Zang, Yongzheng Zhang, Chaoguang Men |