Yafei Sang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 25

Top Topics

Ensemble Learning

Class Imbalance

Classification Error

Network Traffic

Top Venues

CollaborateCom (2)

Trustcom/BigDataSE/ISPA

Publications

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 (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)
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 (2023)
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 (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)
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)
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)
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)
Hanwu Sun, Chengwei Peng, Yafei Sang, Shuhao Li, Yongzheng Zhang, Yujia Zhu
Evading Encrypted Traffic Classifiers by Transferable Adversarial Traffic. CollaborateCom (2) (2022)
Zhefeng Nan, Changbo Tian, Yafei Sang, Guangze Zhao
ACS: An Efficient Messaging System with Strong Tracking-Resistance. CollaborateCom (2) (2022)
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)
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)
Jisong Yang, Yafei Sang, Yongzheng Zhang, Peng Chang, Chengwei Peng
Exploiting Heterogeneous Information for IoT Device Identification Using Graph Convolutional Network. CollaborateCom (1) (2021)
Yafei Sang, Mao Tian, Yongzheng Zhang, Peng Chang, Shuyuan Zhao
IncreAIBMF: Incremental Learning for Encrypted Mobile Application Identification. ICA3PP (3) (2020)
Binglai Wang, Yu Dou, Yafei Sang, Yongzheng Zhang, Ji Huang
IoTCMal: Towards A Hybrid IoT Honeypot for Capturing and Analyzing Malware. ICC (2020)
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)
Yongzheng Zhang, Shuyuan Zhao, Yafei Sang
Towards Unknown Traffic Identification Using Deep Auto-Encoder and Constrained Clustering. ICCS (1) (2019)
Mao Tian, Peng Chang, Yafei Sang, Yongzheng Zhang, Shuhao Li
Mobile Application Identification Over HTTPS Traffic Based on Multi-view Features. ICT (2019)
Shuyuan Zhao, Yongzheng Zhang, Yafei Sang
Towards Unknown Traffic Identification via Embeddings and Deep Autoencoders. ICT (2019)
Jian Xu, Xiaochun Yun, Yongzheng Zhang, Yafei Sang, Zhenyu Cheng
NetworkTrace: Probabilistic Relevant Pattern Recognition Approach to Attribution Trace Analysis. TrustCom/BigDataSE/ICESS (2017)
Zhenyu Cheng, Xunxun Chen, Yongzheng Zhang, Shuhao Li, Yafei Sang
Detecting Information Theft Based on Mobile Network Flows for Android Users. NAS (2017)
Yafei Sang, Yongzheng Zhang
Fingerprinting Protocol at Bit-Level Granularity: A Graph-Based Approach Using Cell Embedding. ICPADS (2017)
Yafei Sang, Yongzheng Zhang, Chengwei Peng
ProNet: Toward Payload-Driven Protocol Fingerprinting via Convolutions and Embeddings. CollaborateCom (2017)
Yafei Sang, Shicong Li, Yongzheng Zhang, Tao Xu
ProDigger: Towards Robust Automatic Network Protocol Fingerprint Learning via Byte Embedding. Trustcom/BigDataSE/ISPA (2016)
Yandong Han, Zhiyu Hao, Lei Cui, Chonghua Wang, Yafei Sang
A Hybrid Monitoring Mechanism in Virtualized Environments. Trustcom/BigDataSE/ISPA (2016)
Yafei Sang, Yongzheng Zhang, Yipeng Wang, Yu Zhou, Xu Tao
A Segmentation Pattern Based Approach to Automated Protocol Identification. PDCAT (2014)