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UCSB netFound Pretraining Data Sampler

This is a sampler of pretraining data for netFound network foundation model. This data contains network packet headers in .arrow format and excludes payload or IP addresses, as per netFound preprocessing pipeline. This data is supposed to be used with netFound tokenizer (or any derivative tokeniz

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CreatorBeltiukov, Sylee
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Published2026-04-28
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DOI10.5281/zenodo.19863446
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Downloads434
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Licensecc-by-4.0
File Size14.7 GB
Data TypeDataset
Published2026
Licensecc-by-4.0
Total Views207
Total Downloads434

This is a sampler of pretraining data for netFound network foundation model. This data contains network packet headers in .arrow format and excludes payload or IP addresses, as per netFound preprocessing pipeline. This data is supposed to be used with netFound tokenizer (or any derivative tokenizers).

Please, see https://github.com/SNL-UCSB/netFound for instructions on usage and location of the full pretraining dataset.

Data facts:

  • Total collection time of the sampler: 2hrs.
  • Total network flows in the sampler: 60,199,405

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UCSB netFound Pretraining Data Sampler (Full Dataset)14.7 GB
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ReadmeVia DOI record
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Files are hosted on the source repository. Click download to access the full dataset.

Beltiukov, Sylee (2026). UCSB netFound Pretraining Data Sampler. https://doi.org/10.5281/zenodo.19863446