Better network traffic identification through the independent combination of techniques

Journal of Network and Computer Applications ◽

10.1016/j.jnca.2010.02.002 ◽

2010 ◽

Vol 33 (4) ◽

pp. 433-446 ◽

Author(s):

Arthur Callado ◽

Judith Kelner ◽

Djamel Sadok ◽

Carlos Alberto Kamienski ◽

Stênio Fernandes

Keyword(s):

Network Traffic ◽

Traffic Identification

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A New Network Traffic Identification Base on Deep Factorization Machine

Intelligence Science and Big Data Engineering. Big Data and Machine Learning - Lecture Notes in Computer Science ◽

10.1007/978-3-030-36204-1_17 ◽

2019 ◽

pp. 209-218

Author(s):

Zhenxing Xu ◽

Junyi Zhang ◽

Daoqiang Zhang ◽

Hanyu Wei

Keyword(s):

Network Traffic ◽

Traffic Identification ◽

Factorization Machine

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Caps-LSTM: A Novel Hierarchical Encrypted VPN Network Traffic Identification Using CapsNet and LSTM

10.1007/978-3-030-89137-4_10 ◽

2021 ◽

pp. 139-153

Author(s):

Jiyue Tang ◽

Le Yang ◽

Song Liu ◽

Wenmao Liu ◽

Meng Wang ◽

...

Keyword(s):

Network Traffic ◽

Traffic Identification

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isAnon: Flow-Based Anonymity Network Traffic Identification Using Extreme Gradient Boosting

2019 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2019.8851964 ◽

2019 ◽

Author(s):

Zhenzhen Cai ◽

Bo Jiang ◽

Zhigang Lu ◽

Junrong Liu ◽

Pingchuan Ma

Keyword(s):

Network Traffic ◽

Gradient Boosting ◽

Traffic Identification ◽

Extreme Gradient Boosting ◽

Anonymity Network

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Study of Information Network Traffic Identification Based on C4.5 Algorithm

2008 4th International Conference on Wireless Communications, Networking and Mobile Computing ◽

10.1109/wicom.2008.2678 ◽

2008 ◽

Author(s):

Yongli Ma ◽

Zongjue Qian ◽

Guochu Shou ◽

Yihong Hu

Keyword(s):

Network Traffic ◽

Information Network ◽

Traffic Identification ◽

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Research on Network Traffic Identification Technology for Big Data Platform

2018 10th International Conference on Communication Software and Networks (ICCSN) ◽

10.1109/iccsn.2018.8488315 ◽

2018 ◽

Author(s):

Wang Fei ◽

Feng Jing

Keyword(s):

Big Data ◽

Network Traffic ◽

Traffic Identification ◽

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Research on Network Traffic Identification based on Machine Learning and Deep Packet Inspection

2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference (ITNEC) ◽

10.1109/itnec.2019.8729153 ◽

2019 ◽

Author(s):

Bowen Yang ◽

Dong Liu

Keyword(s):

Machine Learning ◽

Network Traffic ◽

Deep Packet Inspection ◽

Traffic Identification ◽

Packet Inspection

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A Scalable Framework of Network Traffic Identification

10.1109/waim.2008.74 ◽

2008 ◽

Author(s):

Zhang Shuzhuang ◽

Fang Binxing ◽

Luo Hao

Keyword(s):

Network Traffic ◽

Traffic Identification

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Research on Network Traffic Identification Based on Improved BP Neural Network

Applied Mathematics & Information Sciences ◽

10.12785/amis/070148 ◽

2013 ◽

Vol 7 (1) ◽

pp. 389-398 ◽

Author(s):

Shi Dong ◽

DingDing Zhou ◽

Wengang Zhou ◽

Wei Ding ◽

Jian Gong

Keyword(s):

Neural Network ◽

Bp Neural Network ◽

Network Traffic ◽

Traffic Identification

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Network Traffic Identification with Convolutional Neural Networks

2018 IEEE 16th Intl Conf on Dependable, Autonomic and Secure Computing, 16th Intl Conf on Pervasive Intelligence and Computing, 4th Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech) ◽

10.1109/dasc/picom/datacom/cyberscitec.2018.00142 ◽

2018 ◽

Author(s):

Akshit V. Jain

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Network Traffic ◽

Traffic Identification

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FPGA-based encrypted network traffic identification at 100 Gbit/s

2016 International Conference on ReConFigurable Computing and FPGAs (ReConFig) ◽

10.1109/reconfig.2016.7857172 ◽

2016 ◽

Author(s):

Mario Ruiz ◽

Gustavo Sutter ◽

Sergio Lopez-Buedo ◽

Jorge E. Lopez de Vergara

Keyword(s):

Network Traffic ◽

Traffic Identification

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