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The nPrint project is a collection of open source software and benchmarks for network traffic analysis that aim to replace the built-to-task approach currently taken for traffic analysis tasks.


  • nprint provides a generic representation for machine learning based network traffic analysis
  • nprintml combines nPrint and automated machine learning techniques for fully automated traffic analysis pipelines
  • pcapml standardizes traffic analysis tasks at the dataset level by encoding metadata directly into raw traffic captures
  • pcapml_fe provides a standard, easy to use interface for metadata-encoded traffic captures
  • pcapML Benchmarks leverage the standardization provided by pcapML to enable quick, comparable benchmarking of any traffic analysis task