netFound: Foundation Model for Network Security

1 code implementation • 25 Oct 2023 • Satyandra Guthula, Roman Beltiukov, Navya Battula, Wenbo Guo, Arpit Gupta, Inder Monga

This lack of progress can be attributed to an overreliance on supervised learning techniques and the associated challenges of curating well-specified labeled training data.

Feature Engineering feature selection +5

In Search of netUnicorn: A Data-Collection Platform to Develop Generalizable ML Models for Network Security Problems

1 code implementation • 15 Jun 2023 • Roman Beltiukov, Wenbo Guo, Arpit Gupta, Walter Willinger

This issue is commonly referred to as the generalizability problem of ML models.