Yafei Sang

According to our database, Yafei Sang authored at least 25 papers between 2014 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

SepBIN: Binary Feature Separation for Better Semantic Comparison and Authorship Verification.

Qige Song, Yafei Sang, Yongzheng Zhang, Shuhao Li, Xiaolin Xu

IEEE Trans. Inf. Forensics Secur., 2024

2023

Toward IoT device fingerprinting from proprietary protocol traffic via key-blocks aware approach.

Yafei Sang, Jisong Yang, Yongzheng Zhang, Shuhao Li, Peng Chang

Comput. Secur., 2023

Listen to Minority: Encrypted Traffic Classification for Class Imbalance with Contrastive Pre-Training.

Xiang Li, Juncheng Guo, Qige Song, Jiang Xie, Yafei Sang, Shuyuan Zhao, Yongzheng Zhang

Proceedings of the 20th Annual IEEE International Conference on Sensing, 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

2022

A longitudinal Measurement and Analysis Study of Mozi, an Evolving P2P IoT Botnet.

Binglai Wang, Yafei Sang, Yongzheng Zhang, Shuhao Li, Xiaolin Xu

Proceedings of the IEEE International Conference on Trust, 2022

A Longitudinal Measurement and Analysis of Pink, a Hybrid P2P IoT Botnet.

Binglai Wang, Yafei Sang, Yongzheng Zhang, Shuhao Li, Ruihai Ge, Yong Ding

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2022

Evading Encrypted Traffic Classifiers by Transferable Adversarial Traffic.

Hanwu Sun, Chengwei Peng, Yafei Sang, Shuhao Li, Yongzheng Zhang, Yujia Zhu

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2022

ACS: An Efficient Messaging System with Strong Tracking-Resistance.

Zhefeng Nan, Changbo Tian, Yafei Sang, Guangze Zhao

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2022

An Adaptive Ensembled Neural Network-Based Approach to IoT Device Identification.

Jingrun Ma, Yafei Sang, Yongzheng Zhang, Xiaolin Xu, Beibei Feng, Yuwei Zeng

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2022

2021

MGEL: A Robust Malware Encrypted Traffic Detection Method Based on Ensemble Learning with Multi-grained Features.

Juncheng Guo, Yafei Sang, Peng Chang, Xiaolin Xu, Yongzheng Zhang

Proceedings of the Computational Science - ICCS 2021, 2021

Exploiting Heterogeneous Information for IoT Device Identification Using Graph Convolutional Network.

Jisong Yang, Yafei Sang, Yongzheng Zhang, Peng Chang, Chengwei Peng

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

2020

Toward Automatic Mobile Application Fingerprint Extraction from Non-encrypted HTTP Traffic.

Yafei Sang, Yan Xu, Yongzheng Zhang, Peng Chang, Shuyuan Zhao, Yijing Wang

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

IoTCMal: Towards A Hybrid IoT Honeypot for Capturing and Analyzing Malware.

Binglai Wang, Yu Dou, Yafei Sang, Yongzheng Zhang, Ji Huang

Proceedings of the 2020 IEEE International Conference on Communications, 2020

IncreAIBMF: Incremental Learning for Encrypted Mobile Application Identification.

Yafei Sang, Mao Tian, Yongzheng Zhang, Peng Chang, Shuyuan Zhao

Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

2019

Towards Unknown Traffic Identification via Embeddings and Deep Autoencoders.

Shuyuan Zhao, Yongzheng Zhang, Yafei Sang

Proceedings of the 26th International Conference on Telecommunications, 2019

Mobile Application Identification Over HTTPS Traffic Based on Multi-view Features.

Mao Tian, Peng Chang, Yafei Sang, Yongzheng Zhang, Shuhao Li

Proceedings of the 26th International Conference on Telecommunications, 2019

Towards Unknown Traffic Identification Using Deep Auto-Encoder and Constrained Clustering.

Yongzheng Zhang, Shuyuan Zhao, Yafei Sang

Proceedings of the Computational Science - ICCS 2019, 2019

2017

NetworkTrace: Probabilistic Relevant Pattern Recognition Approach to Attribution Trace Analysis.

Jian Xu, Xiaochun Yun, Yongzheng Zhang, Yafei Sang, Zhenyu Cheng

Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017

Detecting Information Theft Based on Mobile Network Flows for Android Users.

Zhenyu Cheng, Xunxun Chen, Yongzheng Zhang, Shuhao Li, Yafei Sang

Proceedings of the 2017 International Conference on Networking, Architecture, and Storage, 2017

Fingerprinting Protocol at Bit-Level Granularity: A Graph-Based Approach Using Cell Embedding.

Yafei Sang, Yongzheng Zhang

Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

ProNet: Toward Payload-Driven Protocol Fingerprinting via Convolutions and Embeddings.

Yafei Sang, Yongzheng Zhang, Chengwei Peng

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2017

2016

ProDigger: Towards Robust Automatic Network Protocol Fingerprint Learning via Byte Embedding.

Yafei Sang, Shicong Li, Yongzheng Zhang, Tao Xu

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

A Hybrid Monitoring Mechanism in Virtualized Environments.

Yandong Han, Zhiyu Hao, Lei Cui, Chonghua Wang, Yafei Sang

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

2014

A Segmentation Pattern Based Approach to Automated Protocol Identification.

Yafei Sang, Yongzheng Zhang, Yipeng Wang, Yu Zhou, Xu Tao

Proceedings of the 15th International Conference on Parallel and Distributed Computing, 2014