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2020 – today
- 2024
[j6]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: 103624 (2024)- [c38]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: 323-328 - [c37]Ziang Li, Jie Xu, Zhenyu Cheng, Tianning Zang:
IMTCDF: A Multi-Module-Based Internet Malicious Traffic Classification and Detection Framework. CSCWD 2024: 582-587 - [c36]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: 1010-1016 - [c35]Wenxuan Lu, Zhuohang Lv, Lanqi Yang, Xiang Luo, Tianning Zang:
Efficiently Adapting Traffic Pre-trained Models for Encrypted Traffic Classification. CSCWD 2024: 2828-2833 - [c34]Kehong Liu, Qi Wang, Junnan Yin, Letian Du, Tianning Zang:
Revisiting Open DNS Resolver Vulnerabilities to Reflection-Based DDoS Threats. CSCWD 2024: 3158-3163 - [c33]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: 162-176 - [c32]Shengbao Li, Zhuohang Lv, Tianning Zang, Lanqi Yang, Qian Qiang:
AppFineGraph: Hierarchical Mobile Encrypted Traffic Classification at Multi-Granularities via a Branch Graph Neural Network. IJCNN 2024: 1-8 - [c31]Songhao Jiang, Yan Chu, Tianxing Ma, Xiaochen Miao, Zhengkui Wang, Tianning Zang:
Vicinal Data Augmentation for Classification Model via Feature Weaken. KSEM (1) 2024: 334-346 - [c30]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: 1-6 - 2023
- [c29]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: 341-356 - [c28]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: 2319-2324 - [c27]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: 5085-5094 - [c26]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: 1-8 - [c25]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: 1255-1260 - [c24]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: 225-243 - [c23]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: 512-521 - [i2]Xiang Li, Beibei Feng, Tianning Zang, Shuyuan Zhao, Jingrun Ma:
Facing Unknown: Open-World Encrypted Traffic Classification Based on Contrastive Pre-Training. CoRR abs/2308.16861 (2023) - 2022
- [j5]Yuwei Zeng, Zhicheng Liu, Xunxun Chen, Tianning Zang:
Hidden Path: Understanding the Intermediary in Malicious Redirections. IEEE Trans. Inf. Forensics Secur. 17: 1725-1740 (2022) - [c22]Jian Han, Zhonghua Wang, Songhao Jiang, Tianning Zang:
Malicious Blockchain Domain Detection Based on Heterogeneous Information Network. GLOBECOM 2022: 2597-2602 - [c21]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: 212-227 - [i1]Songhao Jiang, Yan Chu, Tianxing Ma, Tianning Zang:
Feature Weaken: Vicinal Data Augmentation for Classification. CoRR abs/2211.10944 (2022) - 2021
- [j4]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: 107642 (2021) - [c20]Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Peng Yang:
Mobile Encrypted Traffic Classification Based on Message Type Inference. CollaborateCom (1) 2021: 117-137 - [c19]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: 348-367 - [c18]Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Linshu Ouyang, Peng Yang:
Incremental Learning for Mobile Encrypted Traffic Classification. ICC 2021: 1-6 - [c17]Yuwei Zeng, Xunxun Chen, Tianning Zang, Haiwei Tsang:
Winding Path: Characterizing the Malicious Redirection in Squatting Domain Names. PAM 2021: 93-107 - 2020
- [j3]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: 2225-2240 (2020) - [c16]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: 1-5 - [c15]Zhangrong Huang, Ji Huang, Tianning Zang:
Leopard: Understanding the Threat of Blockchain Domain Name Based Malware. PAM 2020: 55-70 - [c14]Zhizhou Liang, Tianning Zang, Yuwei Zeng:
MalPortrait: Sketch Malicious Domain Portraits Based on Passive DNS Data. WCNC 2020: 1-8
2010 – 2019
- 2019
- [c13]Dunsheng Yuan, Ying Xiong, Tianning Zang, Ji Huang:
Nemesis: Detecting Algorithmically Generated Domains with an LSTM Language Model. CollaborateCom 2019: 350-363 - [c12]Dingkui Yan, Huilin Zhang, Yipeng Wang, Tianning Zang, Xiaolin Xu, Yuwei Zeng:
Pontus: A Linguistics-Based DGA Detection System. GLOBECOM 2019: 1-6 - [c11]Yuwei Zeng, Tianning Zang, Yongzheng Zhang, Xunxun Chen, Yipeng Wang:
A Comprehensive Measurement Study of Domain-Squatting Abuse. ICC 2019: 1-6 - [c10]Yige Chen, Tianning Zang, Yongzheng Zhang, Yuan Zhou, Yipeng Wang:
Rethinking Encrypted Traffic Classification: A Multi-Attribute Associated Fingerprint Approach. ICNP 2019: 1-11 - [c9]Yuwei Zeng, Yongzheng Zhang, Tianning Zang, Xunxun Chen, Yipeng Wang:
A Linguistics-based Stacking Approach to Disposable Domains Detection. ICNP 2019: 1-4 - [c8]Chaoyi Zheng, Qian Qiang, Tianning Zang, Wenhan Chao, Yuan Zhou:
Themis: A Novel Detection Approach for Detecting Mixed Algorithmically Generated Domains. MSN 2019: 259-264 - 2018
- [j2]Miao Yu, Yongzheng Zhang, Tianning Zang, Yipeng Wang, Yijing Wang:
Information Propagation Prediction Based on Key Users Authentication in Microblogging. Secur. Commun. Networks 2018: 7024842:1-7024842:7 (2018) - [c7]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: 284-294 - [c6]Wenbo Wang, Tianning Zang, Yuqing Lan:
The Rapid Extraction of Suspicious Traffic from Passive DNS. ICISSP 2018: 190-198 - [c5]Ji Huang, Pei Wang, Tianning Zang, Qian Qiang, Yipeng Wang, Miao Yu:
Detecting Domain Generation Algorithms with Convolutional Neural Language Models. TrustCom/BigDataSE 2018: 1360-1367 - 2017
- [j1]Yipeng Wang, Xiaochun Yun, Yongzheng Zhang, Liwei Chen, Tianning Zang:
Rethinking robust and accurate application protocol identification. Comput. Networks 129: 64-78 (2017) - 2014
- [c4]Lulu Zhang, Yongzheng Zhang, Tianning Zang:
Detecting Malicious Behaviors in Repackaged Android Apps with Loosely-Coupled Payloads Filtering Scheme. SecureComm (1) 2014: 454-462 - 2011
- [c3]Xiang Cui, Binxing Fang, Lihua Yin, Xiaoyi Liu, Tianning Zang:
Andbot: Towards Advanced Mobile Botnets. LEET 2011 - 2010
- [c2]Tianning Zang, Xiao-chun Yun, Tianyi Zang, Yongzheng Zhang, Chaoguang Men:
Cooperative Work Systems for the Security of Digital Computing Infrastructure. ICPADS 2010: 676-681
2000 – 2009
- 2008
- [c1]Tianning Zang, Xiao-chun Yun, Yongzheng Zhang:
A Survey of Alert Fusion Techniques for Security Incident. WAIM 2008: 475-481
Coauthor Index
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