Lab of Innovations in Cybersecurity, Computer networks, and Communication (ICCC) SEECS, University of North Dakota

Publications

All

2023

Seamless Wireless Communication Platform for Internet of Things Applications
Seamless Wireless Communication Platform for Internet of Things Applications
Venkataramani Kumar, Jiahui Yu, Fuhao Li, Jielun Zhang, Feng Ye, Sanjeevi Karri, Guru Subramanyam
IEEE Wireless Communications   ·   01 Dec 2023   ·   doi:10.1109/MWC.006.2200097
Autonomous unknown-application filtering and labeling for DL-based traffic classifier update
Autonomous unknown-application filtering and labeling for DL-based traffic classifier update
[no author info]
arXiv   ·   29 Aug 2023   ·   eid:2-s2.0-85093999948
Towards Detection of Zero-Day Botnet Attack in IoT Networks Using Federated Learning
Towards Detection of Zero-Day Botnet Attack in IoT Networks Using Federated Learning
Jielun Zhang, Shicong Liang, Feng Ye, Rose Qingyang Hu, Yi Qian
ICC 2023 - IEEE International Conference on Communications   ·   28 May 2023   ·   doi:10.1109/icc45041.2023.10279423
Sustaining the High Performance of AI-Based Network Traffic Classification Models
Sustaining the High Performance of AI-Based Network Traffic Classification Models
Jielun Zhang, Fuhao Li, Feng Ye
IEEE/ACM Transactions on Networking   ·   01 Apr 2023   ·   doi:10.1109/TNET.2022.3203227

2022

Network traffic clustering with QoS-awareness
Network traffic clustering with QoS-awareness
Jielun Zhang, Fuhao Li, Feng Ye
China Communications   ·   01 Mar 2022   ·   doi:10.23919/JCC.2022.03.015

2021

Improvement on a Traffic Data Generator for Networking AI Algorithm Development
Improvement on a Traffic Data Generator for Networking AI Algorithm Development
Khalil Alsulami, Jielun Zhang, Feng Ye
2021 IEEE Global Communications Conference (GLOBECOM)   ·   01 Dec 2021   ·   doi:10.1109/GLOBECOM46510.2021.9685616
A Machine Learning Approach to Modulation Detection in Wireless Communications
A Machine Learning Approach to Modulation Detection in Wireless Communications
Venkataramani Kumar, Fuhao Li, Jielun Zhang, Feng Ye, Guru Subramanyam
NAECON 2021 - IEEE National Aerospace and Electronics Conference   ·   16 Aug 2021   ·   doi:10.1109/NAECON49338.2021.9696420
A Real Application Enabled Traffic Generator for Networking AI Model Development
A Real Application Enabled Traffic Generator for Networking AI Model Development
Khalil Alsulami, Jielun Zhang, Feng Ye
ICC 2021 - IEEE International Conference on Communications   ·   01 Jun 2021   ·   doi:10.1109/ICC42927.2021.9500976

2020

Autonomous Unknown-Application Filtering and Labeling for DL-based Traffic Classifier Update
Autonomous Unknown-Application Filtering and Labeling for DL-based Traffic Classifier Update
Jielun Zhang, Fuhao Li, Feng Ye, Hongyu Wu
IEEE INFOCOM 2020 - IEEE Conference on Computer Communications   ·   01 Jul 2020   ·   doi:10.1109/INFOCOM41043.2020.9155292
An Ensemble-based Network Intrusion Detection Scheme with Bayesian Deep Learning
An Ensemble-based Network Intrusion Detection Scheme with Bayesian Deep Learning
Jielun Zhang, Fuhao Li, Feng Ye
ICC 2020 - 2020 IEEE International Conference on Communications (ICC)   ·   01 Jun 2020   ·   doi:10.1109/ICC40277.2020.9149402
Intelligent and Application-Aware Network Traffic Prediction in Smart Access Gateways
Intelligent and Application-Aware Network Traffic Prediction in Smart Access Gateways
Jielun Zhang, Feng Ye, Yi Qian
IEEE Network   ·   01 May 2020   ·   doi:10.1109/MNET.001.1900513

2019

Autonomous Model Update Scheme for Deep Learning Based Network Traffic Classifiers
Autonomous Model Update Scheme for Deep Learning Based Network Traffic Classifiers
Jielun Zhang, Fuhao Li, Hongyu Wu, Feng Ye
2019 IEEE Global Communications Conference (GLOBECOM)   ·   01 Dec 2019   ·   doi:10.1109/GLOBECOM38437.2019.9014036
A UAV Based Multi-object Detection Scheme to Enhance Road Condition Monitoring and Control for Future Smart Transportation
A UAV Based Multi-object Detection Scheme to Enhance Road Condition Monitoring and Control for Future Smart Transportation
Jian Yang, Jielun Zhang, Feng Ye, Xiaohui Cheng
Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering   ·   01 Jan 2019   ·   doi:10.1007/978-3-030-22971-9_23

2018

A Distributed Network QoE Measurement Framework for Smart Networks in Smart Cities
A Distributed Network QoE Measurement Framework for Smart Networks in Smart Cities
Jielun Zhang, Feng Ye, Yi Qian
2018 IEEE International Smart Cities Conference (ISC2)   ·   01 Sep 2018   ·   doi:10.1109/ISC2.2018.8656854
Sustaining the High Performance of AI-Based Network Traffic Classification Models
Sustaining the High Performance of AI-Based Network Traffic Classification Models
Jielun Zhang, Fuhao Li, Feng Ye
IEEE/ACM Transactions on Networking   ·   01 Apr 2023   ·   doi:10.1109/TNET.2022.3203227