In Search of netUnicorn: A Data-Collection Platform to Develop Generalizable ML Models for Network Security Problems
The remarkable success of the use of machine learning-based solutions for network security
problems has been impeded by the developed ML models' inability to maintain efficacy …
problems has been impeded by the developed ML models' inability to maintain efficacy …
netFound: Foundation Model for Network Security
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 …
manual feature engineering, but limited datasets and human expertise hinder feature …