netFound: Foundation Model for Network Security

no code implementations • 25 Oct 2023 • Satyandra Guthula, Navya Battula, Roman Beltiukov, Wenbo Guo, Arpit Gupta

In ML for network security, traditional workflows rely on high-quality labeled data and manual feature engineering, but limited datasets and human expertise hinder feature selection, leading to models struggling to capture crucial relationships and generalize effectively.

Feature Engineering feature selection +3