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The repository of FastTraffic, A lightweight method for encrypted traffic fast classification.

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FastTraffic

The repository of FastTraffic, code for our Computer Networks Journal paper: FastTraffic: A lightweight method for encrypted traffic fast classification

Note:

  • Please leave a STAR if you like this work!

Dependencies

  • Python 3.7
  • PyTorch 1.4.0

Dataset

Traffic preprocessing

  • Preprocessing method proposed in Deep Packet
  • python preprocess.py

Usage

Adjust ./dataset to your data

python run.py

Please quote if it helps you

@article{xu2023fasttraffic, title={FastTraffic: A lightweight method for encrypted traffic fast classification}, author={Xu, Yuwei and Cao, Jie and Song, Kehui and Xiang, Qiao and Cheng, Guang}, journal={Computer Networks}, volume={235}, pages={109965}, year={2023}, publisher={Elsevier} }

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