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

• ISCX-VPN
• ISCX-Tor
• USTC-TFC

Traffic preprocessing

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

Usage

Adjust ./dataset to your data

python run.py

Comparison baselines

• Provided in ETC.

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} }