Online multimedia traffic classification from the QoS perspective using deep learning

Computer Networks ◽

10.1016/j.comnet.2021.108716 ◽

2022 ◽

pp. 108716

Author(s):

Zheng Wu ◽

Yu-ning Dong ◽

Xiaohui Qiu ◽

Jiong Jin

Keyword(s):

Deep Learning ◽

Multimedia Traffic ◽

Traffic Classification

Download Full-text

Deep learning approach to multimedia traffic classification based on QoS characteristics

IET Networks ◽

10.1049/iet-net.2018.5179 ◽

2019 ◽

Vol 8 (3) ◽

pp. 145-154

Author(s):

Zaijian Wang ◽

Shiwen Mao ◽

Weidong Yang

Keyword(s):

Deep Learning ◽

Learning Approach ◽

Multimedia Traffic ◽

Traffic Classification

Download Full-text

DISTILLER: Encrypted traffic classification via multimodal multitask deep learning

Journal of Network and Computer Applications ◽

10.1016/j.jnca.2021.102985 ◽

2021 ◽

pp. 102985

Author(s):

Giuseppe Aceto ◽

Domenico Ciuonzo ◽

Antonio Montieri ◽

Antonio Pescapé

Keyword(s):

Deep Learning ◽

Traffic Classification ◽

Encrypted Traffic

Download Full-text

Adversarial Network Traffic: Towards Evaluating the Robustness of Deep-Learning-Based Network Traffic Classification

IEEE Transactions on Network and Service Management ◽

10.1109/tnsm.2021.3052888 ◽

2021 ◽

Vol 18 (2) ◽

pp. 1962-1976

Author(s):

Amir Mahdi Sadeghzadeh ◽

Saeed Shiravi ◽

Rasool Jalili

Keyword(s):

Deep Learning ◽

Network Traffic ◽

Traffic Classification ◽

Adversarial Network ◽

Network Traffic Classification

Download Full-text

Traffic classification using deep learning

10.1145/3405837.3411369 ◽

2020 ◽

Author(s):

Kang-Hee Lee ◽

Seung-Hun Lee ◽

Hyun-Chul Kim

Keyword(s):

Deep Learning ◽

Traffic Classification

Download Full-text

Mobile Encrypted Traffic Classification Using Deep Learning

2018 Network Traffic Measurement and Analysis Conference (TMA) ◽

10.23919/tma.2018.8506558 ◽

2018 ◽

Author(s):

Giuseppe Aceto ◽

Domenico Ciuonzo ◽

Antonio Montieri ◽

Antonio Pescape

Keyword(s):

Deep Learning ◽

Traffic Classification ◽

Encrypted Traffic

Download Full-text

XAI meets Mobile Traffic Classification: Understanding and Improving Multimodal Deep Learning Architectures

IEEE Transactions on Network and Service Management ◽

10.1109/tnsm.2021.3098157 ◽

2021 ◽

pp. 1-1

Author(s):

Alfredo Nascita ◽

Antonio Montieri ◽

Giuseppe Aceto ◽

Domenico Ciuonzo ◽

Valerio Persico ◽

...

Keyword(s):

Deep Learning ◽

Traffic Classification ◽

Learning Architectures

Download Full-text

Datanet: Deep Learning Based Encrypted Network Traffic Classification in SDN Home Gateway

IEEE Access ◽

10.1109/access.2018.2872430 ◽

2018 ◽

Vol 6 ◽

pp. 55380-55391 ◽

Author(s):

Pan Wang ◽

Feng Ye ◽

Xuejiao Chen ◽

Yi Qian

Keyword(s):

Deep Learning ◽

Network Traffic ◽

Traffic Classification ◽

Home Gateway ◽

Network Traffic Classification

Download Full-text

A Software Upgrade Security Analysis Method on Network Traffic Classification using Deep Learning

2020 International Conference on Urban Engineering and Management Science (ICUEMS) ◽

10.1109/icuems50872.2020.00125 ◽

2020 ◽

Author(s):

Bing Zhang

Keyword(s):

Deep Learning ◽

Network Traffic ◽

Security Analysis ◽

Traffic Classification ◽

Analysis Method ◽

Network Traffic Classification ◽

Software Upgrade

Download Full-text

Time Series Analysis for Encrypted Traffic Classification: A Deep Learning Approach

2018 18th International Symposium on Communications and Information Technologies (ISCIT) ◽

10.1109/iscit.2018.8587975 ◽

2018 ◽

Author(s):

Ly Vu ◽

Hoang V. Thuy ◽

Quang Uy Nguyen ◽

Tran N. Ngoc ◽

Diep N. Nguyen ◽

...

Keyword(s):

Time Series ◽

Deep Learning ◽

Time Series Analysis ◽

Learning Approach ◽

Traffic Classification ◽

Series Analysis ◽

Encrypted Traffic

Download Full-text

Intelligent SDN Traffic Classification Using Deep Learning: Deep-SDN

2020 2nd International Conference on Computer Communication and the Internet (ICCCI) ◽

10.1109/iccci49374.2020.9145971 ◽

2020 ◽

Author(s):

Ali Malik ◽

Ruairi de Frein ◽

Mohammed Al-Zeyadi ◽

Javier Andreu-Perez

Keyword(s):

Deep Learning ◽

Traffic Classification

Download Full-text