Timely and Continuous Machine-Learning-Based Classification for Interactive IP Traffic

Nguyen, Thuy T. T., Armitage, Grenville, Branch, Philip, Zander, Sebastian·2012·IEEE/ACM Transactions on Networking
DOI 10.1109/tnet.2012.2187305

Cited by (157)

Items 101–157 of 157

  1. A Survey of techniques for fine-grained web traffic identification and classification
    Xiaolin Gui, Yuanlong Cao, Ilsun You, Lejun Ji, Yong Cheng Luo, Zhenzhen Luo · 2022 · Mathematical Biosciences & Engineering
  2. Internet Traffic Classification Algorithm Based on Hybrid Classifiers to Identify Online Games Traffic
    Hamza Awad Hamza Ibrahim, Sulaiman Mohd Nor, Ali Husain Ahmed · 2013 · Jurnal Teknologi
  3. Out-of-Sequence Traffic Classification Based on Improved Dynamic Time Warping
    Jinghua YAN, Xiaochun Yun, Hao Luo, Zhigang Wu, Shuzhuang Zhang · 2013 · IEICE Transactions on Information and Systems
  4. A Survey of Machine Learning Algorithm in Network Traffic Classification
    Supriya Katal, Anuja Singh · 2014 · International Journal of Computer Trends and Technology
  5. Hybrid Feature Selection Method using Fisher's Discriminate Ratio to Classify Internet Traffic Data
    Bukahally Somashekar Harish, N. Manju · 2018 · International Conference on Frontiers of Educational Technologies (ICFET)
  6. Classifying and Understanding Tor Traffic Using Tree-Based Models
    Paulo Calvo, Jose Andres Guevara-Coto, Adrián Lara · 2020 · IEEE Latin-American Conference on Communications
  7. Identification of Smartphone Applications by Encrypted Traffic Analysis
    Anan Sawabe, Takanori Iwai, Kozo Satoda · 2019 · IEEE Consumer Communications and Networking Conference
  8. Application Traffic Classification using PSS Signature
    Jae-Hyun Ham, Hyun-Min An, Myung‐Sup Kim · 2014 · KSII Transactions on Internet and Information Systems
  9. Hierarchical RBF Neural Network Using for Early Stage Internet Traffic Identification
    Lizhi Peng, Bo Yang, Yuehui Chen · 2014 · IEEE International Conference on Computational Science and Engineering (CSE)
  10. QoS-Based Path Switching Mechanism in Mobile SCTP
    Li Han, Shimin Sun, Bok-Gyu Joo, Sunyoung Han · 2014 · International Journal of Distributed Sensor Networks
  11. SSPC ALGORITHM BASED ON THREE DIFFERENT METHODS FOR ONLINE SKYPE TRAFFIC CLASSIFICATION
    Hamza Awad, Hamza Awad Hamza Ibrahim, Sulaiman Mohd Nor, Izzeldin Ibrahim, Izzeldin Ibrahim Mohamed, Ali Husain Ahmed, Alfaki Abdalla · 2013 · Journal of Theoretical and Applied Information Technology
  12. Forensic Network Traffic Analysis
    Noora Al Khater, Richard E. Overill · 2015 · Research Portal (King's College London)
  13. Ambiguity and concepts in real time online internet traffic classification
    Hamza Awad Hamza Ibrahim, Sulaiman Mohd Nor, Ban Mohammed Khammas · 2014
  14. A traffic classification approach based on characteristics of subflows and ensemble learning
    Changyu Wang, Xiaohong Guan, Tao Qin · 2017 · IFIP/IEEE International Symposium on Integrated Network Management (IM)
  15. Dynamic Routing with Online Traffic Estimation for Video Streaming over Software Defined Networks
    Riqiang Liu, Melike Erol‐Kantarci · 2020 · IEEE Symposium on Computers and Communications (ISCC)
  16. Flow-Packet Hybrid Traffic Classification for Class-Aware Network Routing
    Sayantan Chowdhury, Ben Liang, Ali Tizghadam, Ilijc Albanese · 2021 · Globecom
  17. Mass surveillance of VoIP calls in the data plane
    Ege Cem Kirci, Maria Apostolaki, Roland Meier, Ankit Singla, Laurent Vanbever · 2022 · Symposium on SDN Research
  18. A Review on Internet Traffic Classification Based on Artificial Intelligence Techniques
    Mohammad Pooya Malek, Shaghayegh Naderi, Hossein Gharaee Garakani · 2022 · International Journal of Information & Communication Technology Research
  19. Automatic network traffic classification
    Yu Wang · 2013
  20. Adversarial Detection of Concealed VoIP Traffic
    Paolo Addesso, Michele Cirillo, Mario Di Mauro, M. Longo, Vincenzo Matta · 2019 · 2012 International Conference on Computing, Networking and Communications (ICNC)
  21. Content Recognition of Network Traffic Using Wavelet Transform and CNN
    Liang Yu, Yi Xie, Xingrui Fei, Xincheng Tan, Haishou Ma · 2019 · Lecture notes in computer science
  22. AVOCAD: Adaptive Terrorist Comms Surveillance and Interception using Machine Learning
    Ahmad Azab, Omaru O. Maruatona, Paul Watters · 2019 · IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)
  23. Light-weight, Real-time Internet Traffic Classification
    Zilmarij Iqbal, Rahila Rahim, Iqra Altaf Gillani · 2019 · IEEE International Conference on Advanced Networks and Telecommunications Systems
  24. Evaluation of Supervised Machine Learning for Classifying Video Traffic
    Farrell R. Taylor · 2016 · NSUWorks (Nova Southeastern University)
  25. A Sketch Framework for Fast, Accurate and Fine-Grained Analysis of Application Traffic
    Changsheng Hou, Chunbo Jia, Bingnan Hou, Tongqing Zhou, Yingwen Chen, Zhiping Cai · 2023 · The Computer Journal
  26. Accurate and efficient elephant-flow classification based on co-trained models in evolved software-defined networks
    Lingxia Liao, Changqing Zhao, Jian Wang, Roy Xiaorong Lai, Steve Drew · 2024 · Digital Communications and Networks
  27. Optimal Distribution of ML Models Over Edge for Applications with High Input Frequency
    Truong Thanh Le, Amir Taherkordi, Frank Eliassen, Peiyuan Guan · 2024 · IEEE International Conference on Cloud Computing Technology and Science
  28. Correlation-Based Abnormal SIP Dialog Identification: A Performance Comparison With Bayesian and Deep Learning Approaches
    Clarisse Feio, Diogo Pereira, Rodolfo Oliveira, Pedro Amaral · 2025 · IEEE Access
  29. Video Stream Identification for Traffic Engineering
    Kazumasa Oida, Naoto Nakayama · 2013 · International Journal of Future Computer and Communication
  30. Internet traffic data categorization using particle of swarm optimization algorithm
    Nikita Shrivastava, Amit Dubey · 2016 · Symposium on Colossal Data Analysis and Networking
  31. Analysis on developmental trend of multimedia data capturing and transmission mode and the applications on interaction field
    Pengkun Wu · 2016 · International Conference on Communication and Electronics Systems (ICCES)
  32. Lightweight Internet Traffic Classification based on Packet Level Hidden Markov Models
    Naveed Akhtar, Muhammad Kamran · 2017 · International Journal of Advanced Computer Science and Applications
  33. An Efficient Application Traffic Signature Generation System
    Yuanming Zhang, Ting Han, Zelin Hao, Yu Cao, Jing Tao · 2019 · IEEE International Conference on Big Knowledge (ICBK)
  34. Unsupervised Anomaly Detection in Daily WAN Traffic Patterns
    Scott T. Campbell, Mariam Kiran, Fatema Bannat Wala · 2020 · Communications in computer and information science
  35. Swarm intelligence-based packet scheduling for future intelligent networks
    Arif Husen, Muhammad Hasanain Chaudary, Farooq Ahmad, Muhammad Farooq‐i‐Azam, Chan Hwang See, Arfan Ghani · 2023 · PeerJ Computer Science
  36. Classification of Internet Traffic Data Using Ensemble Method
    N. Manju, Bukahally Somashekar Harish · 2020 · Advances in intelligent systems and computing
  37. From Encrypted Video Traces to Viewport Classification
    Othmane Belmoukadam, Chadi Barakat · 2020 · International Conference on Network and Service Management (CNSM)
  38. Application of advanced machine learning techniques to early network traffic classification
    Santiago Egea Gómez · 2020
  39. Real-time Traffic Classification Algorithm Based on Hybrid of Signature Statistical and Port to Identify Internet Applications
    Hamza Awad, Mohd Nor Sulaiman, I. Mohd Izzeldin, Mahoub Mohamed Saad, A. Jamil Haitham · 2014
  40. Novel Cryptographic Primitives and Protocols for Censorship Resistance
    Kevin P. Dyer · 2000
  41. Agent based framework for avatar interactions in an adaptive virtual world game environment
    Shalini Chauhan, Michael Devetsikiotis · 2012 · Winter Simulation Conference
  42. Cooperative Statistical Traffic Big Data Classification with Machine Learning
    G. Roshini, M. Nathiya, M Keerthana, A.Sujethira · 2018
  43. Can A Wi-Fi Wlan Support A First Person Shooter?
    José Saldaña, Juan Luis de la Cruz, Sequeira, Luis, Julián Fernández-Navajas, José Ruíz-Mas · 2015 · Zenodo (CERN European Organization for Nuclear Research)
  44. Protocol Misidentification Made Easy with Format-Transforming Encryption
    Kevin P. Dyer, Scott E. Coull, Thomas Ristenpart, Thomas Shrimpton · 2012
  45. MTLH: Video QoE Monitoring for Encrypted Traffic via Multi-Task Learning with Hierarchy
    Lei Xu, Gang Xiong, Gaopeng Gou, Jie Chen, Tianyu Cui, Tianyi Shan · 2020 · IEEE International Conference on High Performance Computing and Communications; IEEE International Conference on Smart City; IEEE International Conference on Data Science and Systems (HPCC/SmartCity/DSS)
  46. Peer Review #2 of "Improving scheduling performance in congested networks (v0.2)"
    2021 · PeerJ Computer Science
  47. Early Stage Internet Traffic Identification Using Probabilistic Neural Networks
    Lizhi Peng · 2015 · International Journal of Computer and Communication Engineering
  48. Peer Review #1 of "Improving scheduling performance in congested networks (v0.2)"
    2021 · PeerJ Computer Science
  49. Peer Review #3 of "Improving scheduling performance in congested networks (v0.2)"
    2021 · PeerJ Computer Science
  50. Peer Review #1 of "Improving scheduling performance in congested networks (v0.1)"
    2021 · PeerJ Computer Science
  51. Peer Review #2 of "Improving scheduling performance in congested networks (v0.1)"
    2021 · PeerJ Computer Science
  52. BANDWIDTH OPTIMIZATION BY TRAFFIC CLASSIFICATION INMULTIMEDIA BROADBAND NETWORKS
    N.Akhtar · 2023 · Pakistan Journal of Science
  53. A Comprehensive Survey on Cybersecurity of Ev: Roles and Requirements of Stakeholders, Gaps and an Exemplar Future Direction
    Yash Madhav Kangralkar, Santosh Pattar, Shradha Iranna Bavalatti · 2024 · SSRN Electronic Journal
  54. Designing a Robust Network Traffic Annotator and Classifier Using Active Learning Technique
    V Ravi, A.S. Poornima · 2024 · Asia Pacific Conference on Innovation in Technology (APCIT)
  55. Moss: A Covert Channel That Relies on Future Data in IoT
    Zhiqiang Wang, Qi ping Huang, Kaixin Wang, Zexiao Zou · 2025 · SSRN Electronic Journal
  56. Flow-Based Metadata with Robust Machine Learning Approaches for Application Classification in Diverse Network Traffic
    V Ravi, A S Poornima · 2025 · Annual International Conference on Data Science, Machine Learning and Blockchain Technology (AICDMB)
  57. A Comprehensive Review of Modern Computer Vision: From Classical Methods to Deep Learning
    Md. Mehedi Hasan, Saida Sultana Setu · 2026 · Scientia. Technology, science and society.