Tianning Zang

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 41

Top Topics

Reverse Engineer

Malicious Traffic

Incremental Learning

Top Venues

Comput. Networks

Publications

Tianye Gao, Wang Qi, Kehong Liu, Shengbao Li, Ruihai Ge, Tianning Zang
MTS-IoT: A Robust Encrypted IoT Traffic Classification via Multi-dimensional Time Series. CSCWD (2024)
Shengbao Li, Qian Qiang, Tianning Zang, Lanqi Yang, Tianye Gao
FineNet: Few-Shot Mobile Encrypted Traffic Classification via a Deep Triplet Learning Network Based on Transformer. WCNC (2024)
Xiang Li, Jiang Xie, Qige Song, Yafei Sang, Yongzheng Zhang, Shuhao Li, Tianning Zang
Let model keep evolving: Incremental learning for encrypted traffic classification. Comput. Secur. 137 (2024)
Songhao Jiang, Yan Chu, Tianxing Ma, Xiaochen Miao, Zhengkui Wang, Tianning Zang
Vicinal Data Augmentation for Classification Model via Feature Weaken. KSEM (1) (2024)
Kehong Liu, Qi Wang, Junnan Yin, Letian Du, Tianning Zang
Revisiting Open DNS Resolver Vulnerabilities to Reflection-Based DDoS Threats. CSCWD (2024)
Kehong Liu, Qi Wang, Tianye Gao, Tianxing Ma, Tianning Zang
A Machine Learning-based Method for Clustering the Traffic of Linux NATed Network Entities with TCP/IP Feature. CSCWD (2024)
Ziang Li, Jie Xu, Zhenyu Cheng, Tianning Zang
IMTCDF: A Multi-Module-Based Internet Malicious Traffic Classification and Detection Framework. CSCWD (2024)
Weiguang Wang, Qi Wang, Tianning Zang, Xiaoyu Zhang, Lu Liu, Taorui Yang, Yijing Wang
BotRGA: Neighborhood-Aware Twitter Bot Detection with Relational Graph Aggregation. ICCS (7) (2024)
Wenxuan Lu, Zhuohang Lv, Lanqi Yang, Xiang Luo, Tianning Zang
Efficiently Adapting Traffic Pre-trained Models for Encrypted Traffic Classification. CSCWD (2024)
Ziang Li, Zhenyu Cheng, Tianning Zang, Yijie Li
MTCD-Model: A Two-Layer Model for Malicious Traffic Classification and Detection Based on Hierarchical Feature Learning. IJCNN (2023)
Xiang Li, Beibei Feng, Tianning Zang, Shuyuan Zhao, Jingrun Ma
Facing Unknown: Open-World Encrypted Traffic Classification Based on Contrastive Pre-Training. CoRR (2023)
Haiping Wang, Binbin Li, Tianning Zang, Yifei Yang, Zisen Qi, Siyu Jia, Yu Ding
Real-Time Aggregation for Massive Alerts Based on Dynamic Attack Granularity Graph. SciSec (2023)
Ziang Li, Yafei Sang, Zhenyu Cheng, Tianning Zang, Shuyuan Zhao, Han Wang
TCCN: A Network Traffic Classification and Detection Model Based on Capsule Network. ICC (2023)
Zhefeng Nan, Qian Qiang, Tianning Zang, Changbo Tian, Shuyuan Zhao, Shuhe Liu
Topology construction method of anti-tracking network based on cross-domain decentralized gravity model. TrustCom (2023)
Jingrun Ma, Xiaolin Xu, Tianning Zang, Xi Wang, Beibei Feng, Xiang Li
A Semi-supervised Learning Method for Malware Traffic Classification with Raw Bitmaps. CollaborateCom (2) (2023)
Xiang Li, Beibei Feng, Tianning Zang, Xiaolin Xu, Shuyuan Zhao, Jingrun Ma
Facing Unknown: Open-World Encrypted Traffic Classification Based on Contrastive Pre-Training. ISCC (2023)
Songhao Jiang, Yan Chu, Zhengkui Wang, Tianxing Ma, Hanlin Wang, Wenxuan Lu, Tianning Zang, Bo Wang
Explainable Text Classification via Attentive and Targeted Mixing Data Augmentation. IJCAI (2023)
Qian Qiang, Yige Chen, Yang Hu, Tianning Zang, Mian Cheng, Quanbo Pan, Yu Ding, Zisen Qi
Cost-Effective Malware Classification Based on Deep Active Learning. SecureComm (2022)
Yuwei Zeng, Zhicheng Liu, Xunxun Chen, Tianning Zang
Hidden Path: Understanding the Intermediary in Malicious Redirections. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Songhao Jiang, Yan Chu, Tianxing Ma, Tianning Zang
Feature Weaken: Vicinal Data Augmentation for Classification. CoRR (2022)
Jian Han, Zhonghua Wang, Songhao Jiang, Tianning Zang
Malicious Blockchain Domain Detection Based on Heterogeneous Information Network. GLOBECOM (2022)
Yuwei Zeng, Xunxun Chen, Tianning Zang, Haiwei Tsang
Winding Path: Characterizing the Malicious Redirection in Squatting Domain Names. PAM (2021)
Yuwei Zeng, Xiaochun Yun, Xunxun Chen, Boquan Li, Haiwei Tsang, Yipeng Wang, Tianning Zang, Yongzheng Zhang
Finding disposable domain names: A linguistics-based stacking approach. Comput. Networks 184 (2021)
Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Peng Yang, Yipeng Wang
Inspector: A Semantics-Driven Approach to Automatic Protocol Reverse Engineering. CollaborateCom (1) (2021)
Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Linshu Ouyang, Peng Yang
Incremental Learning for Mobile Encrypted Traffic Classification. ICC (2021)
Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Peng Yang
Mobile Encrypted Traffic Classification Based on Message Type Inference. CollaborateCom (1) (2021)
Chen Zhao, Yongzheng Zhang, Tianning Zang, Yige Chen, Yipeng Wang
A Multi-feature-based Approach to Malicious Domain Name Identification from DNS Traffic. ICT (2020)
Zhangrong Huang, Ji Huang, Tianning Zang
Leopard: Understanding the Threat of Blockchain Domain Name Based Malware. PAM (2020)
Xiaochun Yun, Ji Huang, Yipeng Wang, Tianning Zang, Yuan Zhou, Yongzheng Zhang
Khaos: An Adversarial Neural Network DGA With High Anti-Detection Ability. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Zhizhou Liang, Tianning Zang, Yuwei Zeng
MalPortrait: Sketch Malicious Domain Portraits Based on Passive DNS Data. WCNC (2020)
Yuwei Zeng, Yongzheng Zhang, Tianning Zang, Xunxun Chen, Yipeng Wang
A Linguistics-based Stacking Approach to Disposable Domains Detection. ICNP (2019)
Chaoyi Zheng, Qian Qiang, Tianning Zang, Wenhan Chao, Yuan Zhou
Themis: A Novel Detection Approach for Detecting Mixed Algorithmically Generated Domains. MSN (2019)
Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Yipeng Wang
Rethinking Encrypted Traffic Classification: A Multi-Attribute Associated Fingerprint Approach. ICNP (2019)
Dingkui Yan, Huilin Zhang, Yipeng Wang, Tianning Zang, Xiaolin Xu, Yuwei Zeng
Pontus: A Linguistics-Based DGA Detection System. GLOBECOM (2019)
Yuwei Zeng, Tianning Zang, Yongzheng Zhang, Xunxun Chen, Yipeng Wang
A Comprehensive Measurement Study of Domain-Squatting Abuse. ICC (2019)
Dunsheng Yuan, Ying Xiong, Tianning Zang, Ji Huang
Nemesis: Detecting Algorithmically Generated Domains with an LSTM Language Model. CollaborateCom (2019)
Ji Huang, Pei Wang, Tianning Zang, Qian Qiang, Yipeng Wang, Miao Yu
Detecting Domain Generation Algorithms with Convolutional Neural Language Models. TrustCom/BigDataSE (2018)
Miao Yu, Yongzheng Zhang, Tianning Zang, Yipeng Wang, Yijing Wang
Information Propagation Prediction Based on Key Users Authentication in Microblogging. Secur. Commun. Networks 2018 (2018)
Wenbo Wang, Tianning Zang, Yuqing Lan
The Rapid Extraction of Suspicious Traffic from Passive DNS. ICISSP (2018)
Chen Zhao, Yongzheng Zhang, Tianning Zang, Zhizhou Liang, Yipeng Wang
A Stacking Approach to Objectionable-Related Domain Names Identification by Passive DNS Traffic (Short Paper). CollaborateCom (2018)
Yipeng Wang, Xiaochun Yun, Yongzheng Zhang, Liwei Chen, Tianning Zang
Rethinking robust and accurate application protocol identification. Comput. Networks 129 (2017)
Lulu Zhang, Yongzheng Zhang, Tianning Zang
Detecting Malicious Behaviors in Repackaged Android Apps with Loosely-Coupled Payloads Filtering Scheme. SecureComm (1) (2014)
Xiang Cui, Binxing Fang, Lihua Yin, Xiaoyi Liu, Tianning Zang
Andbot: Towards Advanced Mobile Botnets. LEET (2011)
Tianning Zang, Xiao-chun Yun, Tianyi Zang, Yongzheng Zhang, Chaoguang Men
Cooperative Work Systems for the Security of Digital Computing Infrastructure. ICPADS (2010)
Tianning Zang, Xiao-chun Yun, Yongzheng Zhang
A Survey of Alert Fusion Techniques for Security Incident. WAIM (2008)