All datasets / Charles59

Charles59/lens-network-traffic

430 downloads in 30 days1 likesLast modified 29 Jun 2026View on Hugging Face

Use restrictions

The declared licence (cc-by-nc-4.0) is classified as having use restrictions.

Declared licence: cc-by-nc-4.0, from the tagEvidence: README.md at 026ea2a
Licence files: No licence file at the top level of the repositoryEvidence: file list at 026ea2a
Declared sources: None listed in the card metadata
Access gated on Hugging Face: No

Each cell links to what was checked: a file, a file list or a Hub record.

Tasks

text-classification

Citation text from the card

@article{li2026lens,
  title   = {Lens: A Knowledge-Guided Foundation Model for Network Traffic},
  author  = {Li, Xiaochang and Qian, Chen and Wang, Qineng and Kong, Jiangtao and Wang, Yuchen and Yao, Ziyu and Ji, Bo and Cheng, Long and Zhou, Gang and Shao, Huajie},
  journal = {Transactions on Machine Learning Research},
  issn    = {2835-8856},
  year    = {2026},
  url     = {https://openreview.net/forum?id=cGDwTgnJIR},
  note    = {arXiv:2402.03646}
}

@article{qian2024netbench,
  title   = {NetBench: A Large-Scale and Comprehensive Network Traffic Benchmark Dataset for Foundation Models},
  author  = {Qian, Chen and Li, Xiaochang and Wang, Qineng and Zhou, Gang and Shao, Huajie},
  journal = {arXiv preprint arXiv:2403.10319},
  year    = {2024},
  url     = {https://arxiv.org/abs/2403.10319}
}

@inproceedings{drapergil2016iscxvpn,
  title     = {Characterization of Encrypted and VPN Traffic Using Time-Related Features},
  author    = {Draper-Gil, Gerard and Habibi Lashkari, Arash and Mamun, Mohammad Saiful Islam and Ghorbani, Ali A.},
  booktitle = {Proceedings of the 2nd International Conference on Information Systems Security and Privacy (ICISSP)},
  pages     = {407--414},
  year      = {2016}
}

@inproceedings{lashkari2017iscxtor,
  title     = {Characterization of Tor Traffic Using Time Based Features},
  author    = {Habibi Lashkari, Arash and Draper-Gil, Gerard and Mamun, Mohammad Saiful Islam and Ghorbani, Ali A.},
  booktitle = {Proceedings of the 3rd Internati

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dataset_licence({ "id": "Charles59/lens-network-traffic" })
signal: "restrictive"
stated_licence: "cc-by-nc-4.0"
sources: 0