Tianning Zang

According to our database, Tianning Zang authored at least 48 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Let model keep evolving: Incremental learning for encrypted traffic classification.

Xiang Li, Jiang Xie, Qige Song, Yafei Sang, Yongzheng Zhang, Shuhao Li, Tianning Zang

Comput. Secur., February, 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

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Multilingual Temporal Answer Grounding in Video Corpus with Enhanced Visual-Textual Integration.

Tianxing Ma, Yueyue Hu, Shuang Jiang, Zhenhao Yin, Tianning Zang

Proceedings of the Natural Language Processing and Chinese Computing, 2024

Vicinal Data Augmentation for Classification Model via Feature Weaken.

Songhao Jiang, Yan Chu, Tianxing Ma, Xiaochen Miao, Zhengkui Wang, Tianning Zang

Proceedings of the Knowledge Science, Engineering and Management, 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

Proceedings of the International Joint Conference on Neural Networks, 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

Proceedings of the Computational Science - ICCS 2024, 2024

Hit the Nail on the Head: Parameter-Efficient Multi-task Tuning via Human Language Intervention.

Wenxuan Lu, Songhao Jiang, Yijing Wang, Tianning Zang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Efficiently Adapting Traffic Pre-trained Models for Encrypted Traffic Classification.

Wenxuan Lu, Zhuohang Lv, Lanqi Yang, Xiang Luo, Tianning Zang

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

Revisiting Open DNS Resolver Vulnerabilities to Reflection-Based DDoS Threats.

Kehong Liu, Qi Wang, Junnan Yin, Letian Du, Tianning Zang

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 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

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

IMTCDF: A Multi-Module-Based Internet Malicious Traffic Classification and Detection Framework.

Ziang Li, Jie Xu, Zhenyu Cheng, Tianning Zang

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

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

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

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

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

Proceedings of the 22nd IEEE International Conference on Trust, 2023

Real-Time Aggregation for Massive Alerts Based on Dynamic Attack Granularity Graph.

Haiping Wang, Binbin Li, Tianning Zang, Yifei Yang, Zisen Qi, Siyu Jia, Yu Ding

Proceedings of the Science of Cyber Security - 5th International Conference, 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

Proceedings of the IEEE Symposium on Computers and Communications, 2023

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

Proceedings of the International Joint Conference on Neural Networks, 2023

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

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

TCCN: A Network Traffic Classification and Detection Model Based on Capsule Network.

Ziang Li, Yafei Sang, Zhenyu Cheng, Tianning Zang, Shuyuan Zhao, Han Wang

Proceedings of the IEEE International Conference on Communications, 2023

A Semi-supervised Learning Method for Malware Traffic Classification with Raw Bitmaps.

Jingrun Ma, Xiaolin Xu, Tianning Zang, Xi Wang, Beibei Feng, Xiang Li

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2023

2022

Hidden Path: Understanding the Intermediary in Malicious Redirections.

Yuwei Zeng, Zhicheng Liu, Xunxun Chen, Tianning Zang

IEEE Trans. Inf. Forensics Secur., 2022

Feature Weaken: Vicinal Data Augmentation for Classification.

Songhao Jiang, Yan Chu, Tianxing Ma, Tianning Zang

CoRR, 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

Proceedings of the Security and Privacy in Communication Networks, 2022

Malicious Blockchain Domain Detection Based on Heterogeneous Information Network.

Jian Han, Zhonghua Wang, Songhao Jiang, Tianning Zang

Proceedings of the IEEE Global Communications Conference, 2022

2021

Finding disposable domain names: A linguistics-based stacking approach.

Yuwei Zeng, Xiaochun Yun, Xunxun Chen, Boquan Li, Haiwei Tsang, Yipeng Wang, Tianning Zang, Yongzheng Zhang

Comput. Networks, 2021

Winding Path: Characterizing the Malicious Redirection in Squatting Domain Names.

Yuwei Zeng, Xunxun Chen, Tianning Zang, Haiwei Tsang

Proceedings of the Passive and Active Measurement - 22nd International Conference, 2021

Incremental Learning for Mobile Encrypted Traffic Classification.

Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Linshu Ouyang, Peng Yang

Proceedings of the ICC 2021, 2021

Inspector: A Semantics-Driven Approach to Automatic Protocol Reverse Engineering.

Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Peng Yang, Yipeng Wang

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2021

Mobile Encrypted Traffic Classification Based on Message Type Inference.

Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Peng Yang

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2021

2020

Khaos: An Adversarial Neural Network DGA With High Anti-Detection Ability.

Xiaochun Yun, Ji Huang, Yipeng Wang, Tianning Zang, Yuan Zhou, Yongzheng Zhang

IEEE Trans. Inf. Forensics Secur., 2020

MalPortrait: Sketch Malicious Domain Portraits Based on Passive DNS Data.

Zhizhou Liang, Tianning Zang, Yuwei Zeng

Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Leopard: Understanding the Threat of Blockchain Domain Name Based Malware.

Zhangrong Huang, Ji Huang, Tianning Zang

Proceedings of the Passive and Active Measurement - 21st International Conference, 2020

A Multi-feature-based Approach to Malicious Domain Name Identification from DNS Traffic.

Chen Zhao, Yongzheng Zhang, Tianning Zang, Yige Chen, Yipeng Wang

Proceedings of the 27th International Conference on Telecommunications, 2020

2019

Themis: A Novel Detection Approach for Detecting Mixed Algorithmically Generated Domains.

Chaoyi Zheng, Qian Qiang, Tianning Zang, Wenhan Chao, Yuan Zhou

Proceedings of the 15th International Conference on Mobile Ad-Hoc and Sensor Networks, 2019

A Linguistics-based Stacking Approach to Disposable Domains Detection.

Yuwei Zeng, Yongzheng Zhang, Tianning Zang, Xunxun Chen, Yipeng Wang

Proceedings of the 27th IEEE International Conference on Network Protocols, 2019

Rethinking Encrypted Traffic Classification: A Multi-Attribute Associated Fingerprint Approach.

Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Yipeng Wang

Proceedings of the 27th IEEE International Conference on Network Protocols, 2019

A Comprehensive Measurement Study of Domain-Squatting Abuse.

Yuwei Zeng, Tianning Zang, Yongzheng Zhang, Xunxun Chen, Yipeng Wang

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Pontus: A Linguistics-Based DGA Detection System.

Dingkui Yan, Huilin Zhang, Yipeng Wang, Tianning Zang, Xiaolin Xu, Yuwei Zeng

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Nemesis: Detecting Algorithmically Generated Domains with an LSTM Language Model.

Dunsheng Yuan, Ying Xiong, Tianning Zang, Ji Huang

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2019

2018

Information Propagation Prediction Based on Key Users Authentication in Microblogging.

Miao Yu, Yongzheng Zhang, Tianning Zang, Yipeng Wang, Yijing Wang

Secur. Commun. Networks, 2018

Detecting Domain Generation Algorithms with Convolutional Neural Language Models.

Ji Huang, Pei Wang, Tianning Zang, Qian Qiang, Yipeng Wang, Miao Yu

Proceedings of the 17th IEEE International Conference On Trust, 2018

The Rapid Extraction of Suspicious Traffic from Passive DNS.

Wenbo Wang, Tianning Zang, Yuqing Lan

Proceedings of the 4th International Conference on Information Systems Security and Privacy, 2018

A Stacking Approach to Objectionable-Related Domain Names Identification by Passive DNS Traffic (Short Paper).

Chen Zhao, Yongzheng Zhang, Tianning Zang, Zhizhou Liang, Yipeng Wang

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2018

2017

Rethinking robust and accurate application protocol identification.

Yipeng Wang, Xiaochun Yun, Yongzheng Zhang, Liwei Chen, Tianning Zang

Comput. Networks, 2017

2014

Detecting Malicious Behaviors in Repackaged Android Apps with Loosely-Coupled Payloads Filtering Scheme.

Lulu Zhang, Yongzheng Zhang, Tianning Zang

Proceedings of the International Conference on Security and Privacy in Communication Networks, 2014

2011

Andbot: Towards Advanced Mobile Botnets.

Xiang Cui, Binxing Fang, Lihua Yin, Xiaoyi Liu, Tianning Zang

Proceedings of the 4th USENIX Workshop on Large-Scale Exploits and Emergent Threats, 2011

2010

Cooperative Work Systems for the Security of Digital Computing Infrastructure.

Tianning Zang, Xiao-chun Yun, Tianyi Zang, Yongzheng Zhang, Chaoguang Men

Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010

2008

A Survey of Alert Fusion Techniques for Security Incident.

Tianning Zang, Xiao-chun Yun, Yongzheng Zhang

Proceedings of the Ninth International Conference on Web-Age Information Management, 2008