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A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification Journal article
Peng Lin, Kejiang Ye, Yishen Hu, Yanying Lin, Cheng Zhong Xu. A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification[J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 2022, 31(3), 1369-1384.
Authors:  Peng Lin;  Kejiang Ye;  Yishen Hu;  Yanying Lin;  Cheng Zhong Xu
Favorite | TC[WOS]:16 TC[Scopus]:17  IF:3.0/3.6 | Submit date：2023/01/30
Cryptography  Deep Learning  Encrypted Traffic Classification  Encryption  Feature Extraction  Markov Processes  Multimodal Learning  Network Security  Protocols  Quality Of Service  Servers  
PEAN: A Packet-level End-to-end Attentive Network for Encrypted Traffic Identification Conference paper
Lin, Peng, Hu, Yishen, Lin, Yanying, Ye, Kejiang, Xu, Cheng Zhong. PEAN: A Packet-level End-to-end Attentive Network for Encrypted Traffic Identification[C], 2022, 267-274.
Authors:  Lin, Peng;  Hu, Yishen;  Lin, Yanying;  Ye, Kejiang;  Xu, Cheng Zhong
Favorite | TC[Scopus]:1 | Submit date：2022/08/05
Cyber Security  Encrypted Traffic Identification  Traffic Classification  
SenseMag: Enabling Low-Cost Traffic Monitoring Using Noninvasive Magnetic Sensing Journal article
Kafeng Wang, Haoyi Xiong, Jie Zhang, Hongyang Chen, Dejing Dou, Cheng-Zhong Xu. SenseMag: Enabling Low-Cost Traffic Monitoring Using Noninvasive Magnetic Sensing[J]. IEEE INTERNET OF THINGS JOURNAL, 2021, 8(22), 16666-16679.
Authors:  Kafeng Wang;  Haoyi Xiong;  Jie Zhang;  Hongyang Chen;  Dejing Dou; et al.
Favorite | TC[WOS]:10 TC[Scopus]:13  IF:8.2/9.0 | Submit date：2022/08/22
Internet Of Vehicles (Iov)  Magnetic Sensing  Traffic Monitoring  Vehicle-type Classification  
SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive Magnetic Sensing Journal article
Wang,Kafeng, Xiong,Haoyi, Zhang,Jie, Chen,Hongyang, Dou,Dejing, Xu,Cheng Zhong. SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive Magnetic Sensing[J]. IEEE INTERNET OF THINGS JOURNAL, 2021, 8(22), 16666-16679.
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Zhang,Jie;  Chen,Hongyang;  Dou,Dejing; et al.
Favorite | TC[WOS]:10 TC[Scopus]:13  IF:8.2/9.0 | Submit date：2021/05/31
Internet Of Vehicles (Iov)  Traffic Monitoring  Magnetic Sensing  Vehicle-type Classification  
Traffic classification and application identification based on machine learning in large-scale supercomputing center Conference paper
Shilin Zhao, Kejiang Ye, Cheng-Zhong Xu. Traffic classification and application identification based on machine learning in large-scale supercomputing center[C], 2019, 2299-2304.
Authors:  Shilin Zhao;  Kejiang Ye;  Cheng-Zhong Xu
Favorite | TC[Scopus]:4 | Submit date：2021/03/09
Application Identification  Machine Learning  Traffic Classification