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Recognizing the content types of network traffic based on a hybrid DNN-HMM model

  • Published:2019-09 Issue: Volume:142 Page:51-62
  • ISSN:1084-8045
  • Container-title:Journal of Network and Computer Applications
  • language:en
  • Short-container-title:Journal of Network and Computer Applications

Author:

Tan Xincheng,Xie Yi,Ma Haishou,Yu Shunzheng,Hu Jiankun

Funder

Natural Science Foundation of Guangdong Province

Central Universities

Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Computer Networks and Communications,Computer Science Applications,Hardware and Architecture

Reference47 articles.

1. An hmm approach to internet traffic modeling;Alberto,2006

2. Disambiguating http: classifying web applications;Archibald,2011

3. Bagging predictors;Breiman;Mach. Learn.,1996

4. Classification of http traffic based on c5. 0 machine learning algorithm;Bujlow,2012

5. Independent comparison of popular dpi tools for traffic classification;Bujlow;Comput. Netw.,2015

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