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 analysisnprintml
combines nPrint and automated machine learning techniques for fully automated traffic analysis pipelinespcapml
standardizes traffic analysis tasks at the dataset level by encoding metadata directly into raw traffic capturespcapml_fe
provides a standard, easy to use interface for metadata-encoded traffic capturespcapML Benchmarks
leverage the standardization provided bypcapML
to enable quick, comparable benchmarking of any traffic analysis task