Machine Learning Optimization for Enhanced OS Fingerprinting
OsirisML is a command-line tool that uses nPrint to process network traffic and XGBoost for machine learning to improve OS fingerprinting accuracy. It provides a method to build and enhance existing OS fingerprinting models by optimizing data preprocessing and applying advanced ML techniques, aiming for better detection against evolving operating systems.