NetVAD: Foundation-Model Representation Learning for Identifier-Free Unsupervised Intrusion Detection

Darren Fürst, Patrick Levi, Sebastian Steindl

Detecting zero-day exploits in production networks requires robust Intrusion Detection Systems (IDS). However, current unsupervised models struggle to match the performance of supe…