A Survey of Alert Fusion Techniques for Security Incident. - Tianning Zang; Xiao-chun Yun; Yongzheng Zhang 002 (WAIM, 2008)

Cooperative Work Systems for the Security of Digital Computing Infrastructure. - Tianning Zang; Xiao-chun Yun; Tianyi Zang; Yongzheng Zhang 002; Chaoguang Men (ICPADS, 2010)

Andbot: Towards Advanced Mobile Botnets. - Xiang Cui; Binxing Fang; Lihua Yin; Xiaoyi Liu; Tianning Zang (LEET, 2011)

Detecting Malicious Behaviors in Repackaged Android Apps with Loosely-Coupled Payloads Filtering Scheme. - Lulu Zhang; Yongzheng Zhang 002; Tianning Zang (SecureComm (1), 2014)

Rethinking robust and accurate application protocol identification. - Yipeng Wang 001; Xiaochun Yun; Yongzheng Zhang 002; Liwei Chen; Tianning Zang (Comput. Networks, 2017)

A Stacking Approach to Objectionable-Related Domain Names Identification by Passive DNS Traffic (Short Paper). - Chen Zhao; Yongzheng Zhang 002; Tianning Zang; Zhizhou Liang; Yipeng Wang 001 (CollaborateCom, 2018)

The Rapid Extraction of Suspicious Traffic from Passive DNS. - Wenbo Wang; Tianning Zang; Yuqing Lan (ICISSP, 2018)

Detecting Domain Generation Algorithms with Convolutional Neural Language Models. - Ji Huang; Pei Wang; Tianning Zang; Qian Qiang; Yipeng Wang 001; Miao Yu 006 (TrustCom/BigDataSE, 2018)

Information Propagation Prediction Based on Key Users Authentication in Microblogging. - Miao Yu 006; Yongzheng Zhang 002; Tianning Zang; Yipeng Wang 001; Yijing Wang (Secur. Commun. Networks, 2018)

Nemesis: Detecting Algorithmically Generated Domains with an LSTM Language Model. - Dunsheng Yuan; Ying Xiong; Tianning Zang; Ji Huang (CollaborateCom, 2019)

Pontus: A Linguistics-Based DGA Detection System. - Dingkui Yan; Huilin Zhang; Yipeng Wang 001; Tianning Zang; Xiaolin Xu; Yuwei Zeng (GLOBECOM, 2019)

A Comprehensive Measurement Study of Domain-Squatting Abuse. - Yuwei Zeng; Tianning Zang; Yongzheng Zhang 002; Xunxun Chen; Yipeng Wang 001 (ICC, 2019)

Rethinking Encrypted Traffic Classification: A Multi-Attribute Associated Fingerprint Approach. - Yige Chen; Tianning Zang; Yongzheng Zhang 002; Yuan Zhou 008; Yipeng Wang 001 (ICNP, 2019)

A Linguistics-based Stacking Approach to Disposable Domains Detection. - Yuwei Zeng; Yongzheng Zhang 002; Tianning Zang; Xunxun Chen; Yipeng Wang 001 (ICNP, 2019)

Themis: A Novel Detection Approach for Detecting Mixed Algorithmically Generated Domains. - Chaoyi Zheng; Qian Qiang; Tianning Zang; Wenhan Chao; Yuan Zhou (MSN, 2019)

A Multi-feature-based Approach to Malicious Domain Name Identification from DNS Traffic. - Chen Zhao; Yongzheng Zhang 002; Tianning Zang; Yige Chen; Yipeng Wang 001 (ICT, 2020)

Leopard: Understanding the Threat of Blockchain Domain Name Based Malware. - Zhangrong Huang; Ji Huang; Tianning Zang (PAM, 2020)

MalPortrait: Sketch Malicious Domain Portraits Based on Passive DNS Data. - Zhizhou Liang; Tianning Zang; Yuwei Zeng (WCNC, 2020)

Khaos: An Adversarial Neural Network DGA With High Anti-Detection Ability. - Xiaochun Yun; Ji Huang; Yipeng Wang 001; Tianning Zang; Yuan Zhou 008; Yongzheng Zhang 002 (IEEE Trans. Inf. Forensics Secur., 2020)

Mobile Encrypted Traffic Classification Based on Message Type Inference. - Yige Chen; Tianning Zang; Yongzheng Zhang 002; Yuan Zhou 008; Peng Yang (CollaborateCom (1), 2021)

Inspector: A Semantics-Driven Approach to Automatic Protocol Reverse Engineering. - Yige Chen; Tianning Zang; Yongzheng Zhang 002; Yuan Zhou 008; Peng Yang; Yipeng Wang 001 (CollaborateCom (1), 2021)

Incremental Learning for Mobile Encrypted Traffic Classification. - Yige Chen; Tianning Zang; Yongzheng Zhang 002; Yuan Zhou 008; Linshu Ouyang; Peng Yang (ICC, 2021)

Winding Path: Characterizing the Malicious Redirection in Squatting Domain Names. - Yuwei Zeng; Xunxun Chen; Tianning Zang; Haiwei Tsang (PAM, 2021)

Finding disposable domain names: A linguistics-based stacking approach. - Yuwei Zeng; Xiaochun Yun; Xunxun Chen; Boquan Li 002; Haiwei Tsang; Yipeng Wang 001; Tianning Zang; Yongzheng Zhang 002 (Comput. Networks, 2021)

Malicious Blockchain Domain Detection Based on Heterogeneous Information Network. - Jian Han; Zhonghua Wang; Songhao Jiang; Tianning Zang (GLOBECOM, 2022)

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 (SecureComm, 2022)

Feature Weaken: Vicinal Data Augmentation for Classification. - Songhao Jiang; Yan Chu 001; Tianxing Ma; Tianning Zang (CoRR, 2022)

Hidden Path: Understanding the Intermediary in Malicious Redirections. - Yuwei Zeng; Zhicheng Liu; Xunxun Chen; Tianning Zang (IEEE Trans. Inf. Forensics Secur., 2022)

A Semi-supervised Learning Method for Malware Traffic Classification with Raw Bitmaps. - Jingrun Ma; Xiaolin Xu; Tianning Zang; Xi Wang; Beibei Feng; Xiang Li (CollaborateCom (2), 2023)

TCCN: A Network Traffic Classification and Detection Model Based on Capsule Network. - Ziang Li; Yafei Sang; Zhenyu Cheng 001; Tianning Zang; Shuyuan Zhao; Han Wang (ICC, 2023)

Explainable Text Classification via Attentive and Targeted Mixing Data Augmentation. - Songhao Jiang; Yan Chu 001; Zhengkui Wang; Tianxing Ma; Hanlin Wang; Wenxuan Lu; Tianning Zang; Bo Wang (IJCAI, 2023)

MTCD-Model: A Two-Layer Model for Malicious Traffic Classification and Detection Based on Hierarchical Feature Learning. - Ziang Li; Zhenyu Cheng 001; Tianning Zang; Yijie Li (IJCNN, 2023)

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

Real-Time Aggregation for Massive Alerts Based on Dynamic Attack Granularity Graph. - Haiping Wang 003; Binbin Li 003; Tianning Zang; Yifei Yang; Zisen Qi; Siyu Jia; Yu Ding (SciSec, 2023)

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 (TrustCom, 2023)

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

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 (CSCWD, 2024)

IMTCDF: A Multi-Module-Based Internet Malicious Traffic Classification and Detection Framework. - Ziang Li; Jie Xu; Zhenyu Cheng 001; Tianning Zang (CSCWD, 2024)

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 (CSCWD, 2024)

Revisiting Open DNS Resolver Vulnerabilities to Reflection-Based DDoS Threats. - Kehong Liu; Qi Wang; Junnan Yin; Letian Du; Tianning Zang (CSCWD, 2024)

Efficiently Adapting Traffic Pre-trained Models for Encrypted Traffic Classification. - Wenxuan Lu; Zhuohang Lv; Lanqi Yang; Xiang Luo; Tianning Zang (CSCWD, 2024)

Hit the Nail on the Head: Parameter-Efficient Multi-task Tuning via Human Language Intervention. - Wenxuan Lu; Songhao Jiang; Yijing Wang; Tianning Zang (EMNLP (Findings), 2024)

BotRGA: Neighborhood-Aware Twitter Bot Detection with Relational Graph Aggregation. - Weiguang Wang; Qi Wang; Tianning Zang; Xiaoyu Zhang; Lu Liu; Taorui Yang; Yijing Wang (ICCS (7), 2024)

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 (IJCNN, 2024)

Vicinal Data Augmentation for Classification Model via Feature Weaken. - Songhao Jiang; Yan Chu 001; Tianxing Ma; Xiaochen Miao; Zhengkui Wang; Tianning Zang (KSEM (1), 2024)

Multilingual Temporal Answer Grounding in Video Corpus with Enhanced Visual-Textual Integration. - Tianxing Ma; Yueyue Hu; Shuang Jiang; Zhenhao Yin; Tianning Zang (NLPCC (5), 2024)

Family Similarity-Enhanced Implicit Data Augmentation for Malware Classification. - Zisen Qi; Yijing Wang; Binbin Li 003; Tianning Zang; Hao Cui; Xingbang Tan; Yu Ding (SciSec, 2024)

An Efficient IOC-Driven BigData Tracing and Backtracking Model for Emergency Response. - Haiping Wang 003; Jianqiang Li; Binbin Li 003; Tianning Zang; Zisen Qi; Siyu Jia; Yu Ding; Yifei Yang (SciSec, 2024)

Automatic Alert Categories Standardization for Heterogeneous Devices with Incomplete Semantic Knowledge Based on LSTM. - Haiping Wang 003; Jianqiang Li; Binbin Li 003; Tianning Zang; Yifei Yang; Siyu Jia; Zisen Qi; Yu Ding (SciSec, 2024)

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 (TrustCom, 2024)

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 (TrustCom, 2024)

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 (WCNC, 2024)

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

Cultivating Gaming Sense for Yourself: Making VLMs Gaming Experts. - Wenxuan Lu; Jiangyang He; Zhanqiu Zhang; Steven Y. Guo; Tianning Zang (ACL (1), 2025)

Global Eye: Breaking the "Fixed Thinking Pattern" during the Instruction Expansion Process. - Wenxuan Lu; Wei Liu 005; Jian Luan 001; Bin Wang 004; Songhao Jiang; Tianning Zang (ACL (1), 2025)

Pegasus: Accelerating Provenance Graph-based Intrusion Detection Methods. - Pengcheng Bi; Qi Wang; Yuan Xu; Tianning Zang; Xiaochun Yun (CSCWD, 2025)

Towards Open-World DoH Tunnel Detection: A Dual-View Contrastive Learning Framework with Adaptive Feature Boundaries. - Beibei Feng; Qi Wang; Zhefeng Nan; Jiang Xie 004; Tianning Zang; Xiaolin Xu; Jingrun Ma (CSCWD, 2025)

Temporal-Aware Social Bot Detection with Graph Contrastive Learning. - Weiguang Wang; Tianning Zang; Xiaoyu Zhang (ICCS (Workshops 3), 2025)

Enhanced Encrypted Traffic Classification Through Packet-Flow Dual Views. - Beibei Feng; Qi Wang; Yijing Wang; Feifan Li; Xiaolin Xu; Tianning Zang; Jingrun Ma (WCNC, 2025)

Cultivating Game Sense for Yourself: Making VLMs Gaming Experts. - Wenxuan Lu; Jiangyang He; Zhanqiu Zhang; Yiwen Guo; Tianning Zang (CoRR, 2025)