{
 "id": "Charles59/lens-network-traffic",
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 "name": "lens-network-traffic",
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 "last_modified": "2026-06-29T16:38:27.000Z",
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 "citation": "@article{li2026lens,\n  title   = {Lens: A Knowledge-Guided Foundation Model for Network Traffic},\n  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},\n  journal = {Transactions on Machine Learning Research},\n  issn    = {2835-8856},\n  year    = {2026},\n  url     = {https://openreview.net/forum?id=cGDwTgnJIR},\n  note    = {arXiv:2402.03646}\n}\n\n@article{qian2024netbench,\n  title   = {NetBench: A Large-Scale and Comprehensive Network Traffic Benchmark Dataset for Foundation Models},\n  author  = {Qian, Chen and Li, Xiaochang and Wang, Qineng and Zhou, Gang and Shao, Huajie},\n  journal = {arXiv preprint arXiv:2403.10319},\n  year    = {2024},\n  url     = {https://arxiv.org/abs/2403.10319}\n}\n\n@inproceedings{drapergil2016iscxvpn,\n  title     = {Characterization of Encrypted and VPN Traffic Using Time-Related Features},\n  author    = {Draper-Gil, Gerard and Habibi Lashkari, Arash and Mamun, Mohammad Saiful Islam and Ghorbani, Ali A.},\n  booktitle = {Proceedings of the 2nd International Conference on Information Systems Security and Privacy (ICISSP)},\n  pages     = {407--414},\n  year      = {2016}\n}\n\n@inproceedings{lashkari2017iscxtor,\n  title     = {Characterization of Tor Traffic Using Time Based Features},\n  author    = {Habibi Lashkari, Arash and Draper-Gil, Gerard and Mamun, Mohammad Saiful Islam and Ghorbani, Ali A.},\n  booktitle = {Proceedings of the 3rd Internati",
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