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Journal Articles
- 2024
[j3]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)- [j2]Qige Song, Yafei Sang, Yongzheng Zhang, Shuhao Li, Xiaolin Xu:
SepBIN: Binary Feature Separation for Better Semantic Comparison and Authorship Verification. IEEE Trans. Inf. Forensics Secur. 19: 1372-1387 (2024) - 2023
- [j1]Yafei Sang, Jisong Yang, Yongzheng Zhang, Shuhao Li, Peng Chang:
Toward IoT device fingerprinting from proprietary protocol traffic via key-blocks aware approach. Comput. Secur. 131: 103145 (2023)
Conference and Workshop Papers
- 2023
- [c22]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 - [c21]Xiang Li, Juncheng Guo, Qige Song, Jiang Xie, Yafei Sang, Shuyuan Zhao, Yongzheng Zhang:
Listen to Minority: Encrypted Traffic Classification for Class Imbalance with Contrastive Pre-Training. SECON 2023: 447-455 - 2022
- [c20]Zhefeng Nan, Changbo Tian, Yafei Sang, Guangze Zhao:
ACS: An Efficient Messaging System with Strong Tracking-Resistance. CollaborateCom (2) 2022: 55-74 - [c19]Hanwu Sun, Chengwei Peng, Yafei Sang, Shuhao Li, Yongzheng Zhang, Yujia Zhu:
Evading Encrypted Traffic Classifiers by Transferable Adversarial Traffic. CollaborateCom (2) 2022: 153-173 - [c18]Jingrun Ma, Yafei Sang, Yongzheng Zhang, Xiaolin Xu, Beibei Feng, Yuwei Zeng:
An Adaptive Ensembled Neural Network-Based Approach to IoT Device Identification. CollaborateCom (2) 2022: 214-230 - [c17]Binglai Wang, Yafei Sang, Yongzheng Zhang, Shuhao Li, Ruihai Ge, Yong Ding:
A Longitudinal Measurement and Analysis of Pink, a Hybrid P2P IoT Botnet. CollaborateCom (2) 2022: 419-436 - [c16]Binglai Wang, Yafei Sang, Yongzheng Zhang, Shuhao Li, Xiaolin Xu:
A longitudinal Measurement and Analysis Study of Mozi, an Evolving P2P IoT Botnet. TrustCom 2022: 117-122 - 2021
- [c15]Jisong Yang, Yafei Sang, Yongzheng Zhang, Peng Chang, Chengwei Peng:
Exploiting Heterogeneous Information for IoT Device Identification Using Graph Convolutional Network. CollaborateCom (1) 2021: 575-591 - [c14]Juncheng Guo, Yafei Sang, Peng Chang, Xiaolin Xu, Yongzheng Zhang:
MGEL: A Robust Malware Encrypted Traffic Detection Method Based on Ensemble Learning with Multi-grained Features. ICCS (2) 2021: 195-208 - 2020
- [c13]Yafei Sang, Mao Tian, Yongzheng Zhang, Peng Chang, Shuyuan Zhao:
IncreAIBMF: Incremental Learning for Encrypted Mobile Application Identification. ICA3PP (3) 2020: 494-508 - [c12]Binglai Wang, Yu Dou, Yafei Sang, Yongzheng Zhang, Ji Huang:
IoTCMal: Towards A Hybrid IoT Honeypot for Capturing and Analyzing Malware. ICC 2020: 1-7 - [c11]Yafei Sang, Yan Xu, Yongzheng Zhang, Peng Chang, Shuyuan Zhao, Yijing Wang:
Toward Automatic Mobile Application Fingerprint Extraction from Non-encrypted HTTP Traffic. ISPA/BDCloud/SocialCom/SustainCom 2020: 353-362 - 2019
- [c10]Yongzheng Zhang, Shuyuan Zhao, Yafei Sang:
Towards Unknown Traffic Identification Using Deep Auto-Encoder and Constrained Clustering. ICCS (1) 2019: 309-322 - [c9]Mao Tian, Peng Chang, Yafei Sang, Yongzheng Zhang, Shuhao Li:
Mobile Application Identification Over HTTPS Traffic Based on Multi-view Features. ICT 2019: 73-79 - [c8]Shuyuan Zhao, Yongzheng Zhang, Yafei Sang:
Towards Unknown Traffic Identification via Embeddings and Deep Autoencoders. ICT 2019: 85-89 - 2017
- [c7]Yafei Sang, Yongzheng Zhang, Chengwei Peng:
ProNet: Toward Payload-Driven Protocol Fingerprinting via Convolutions and Embeddings. CollaborateCom 2017: 519-529 - [c6]Yafei Sang, Yongzheng Zhang:
Fingerprinting Protocol at Bit-Level Granularity: A Graph-Based Approach Using Cell Embedding. ICPADS 2017: 266-275 - [c5]Zhenyu Cheng, Xunxun Chen, Yongzheng Zhang, Shuhao Li, Yafei Sang:
Detecting Information Theft Based on Mobile Network Flows for Android Users. NAS 2017: 1-10 - [c4]Jian Xu, Xiaochun Yun, Yongzheng Zhang, Yafei Sang, Zhenyu Cheng:
NetworkTrace: Probabilistic Relevant Pattern Recognition Approach to Attribution Trace Analysis. TrustCom/BigDataSE/ICESS 2017: 691-698 - 2016
- [c3]Yafei Sang, Shicong Li, Yongzheng Zhang, Tao Xu:
ProDigger: Towards Robust Automatic Network Protocol Fingerprint Learning via Byte Embedding. Trustcom/BigDataSE/ISPA 2016: 284-291 - [c2]Yandong Han, Zhiyu Hao, Lei Cui, Chonghua Wang, Yafei Sang:
A Hybrid Monitoring Mechanism in Virtualized Environments. Trustcom/BigDataSE/ISPA 2016: 1038-1045 - 2014
- [c1]Yafei Sang, Yongzheng Zhang, Yipeng Wang, Yu Zhou, Xu Tao:
A Segmentation Pattern Based Approach to Automated Protocol Identification. PDCAT 2014: 7-12
Informal and Other Publications
- 2023
- [i1]Xiang Li, Juncheng Guo, Qige Song, Jiang Xie, Yafei Sang, Shuyuan Zhao, Yongzheng Zhang:
Listen to Minority: Encrypted Traffic Classification for Class Imbalance with Contrastive Pre-Training. CoRR abs/2308.16453 (2023)
Coauthor Index
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