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BTRFormer

This repository contains the code for the paper: BTRFormer: Hierarchical Learning of Encrypted Traffic Using a Masked Autoencoder with Block-Based Traffic Representation. In 2025 IEEE 33rd International Conference on Network Protocols (ICNP)

Overview

image The overview of BTRFormer framework.

Usage

Install

git clone git@github.com:yyyjn/BTRFormer.git

Note

  • Python 3.9 is required.

Contact

If you have any questions or suggestions, feel free to contact:

Citation

If you find this repo useful, please cite our paper.

@inproceedings{yin2025btrformer,
  title={BTRFormer: Hierarchical Learning of Encrypted Traffic Using a Masked Autoencoder with Block-Based Traffic Representation},
  author={Yin, Junnan and Cui, Lei and Hao, Zhiyu and Sun, Jiawei and Liu, Peng and Yun, Xiaochun},
  booktitle={2025 IEEE 33rd International Conference on Network Protocols (ICNP)},
  pages={1--12},
  year={2025},
  organization={IEEE}
}

Contributions via pull requests are welcome and appreciated.

Acknowledgements

We would like to thank all the authors of the referenced papers.

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