A Robust Deep Learning-based Approach for Network Traffic Classification using CNNs and RNNs

Author:

Jenefa A1,Sam Shebin1,Nair Varun1,Thomas Boney George1,George Anson Saju1,Thomas Rino1,Sunil Alwin Dany1

Affiliation:

1. Karunya Institute of Tech.,Dept. of CSE,Coimbatore,India

Publisher

IEEE

Reference15 articles.

1. Adapting to Data Drift in Encrypted Traffic Classification Using Deep Learning;malekghaini;Master thesis the University of Waterloo,2023

2. Unknown Attack Traffic Classification in SCADA Network Using Heuristic Clustering Technique

3. Multiclass imbalanced and concept drift network traffic classification framework based on online active learning

4. Online Encrypted Traffic Classi-fication Based on Lightweight Neural Networks;ge,2023

5. A comparative study on online machine learning techniques for network traffic streams analysis

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