A new paper presents OsirisML, a command-line tool using nPrint and XGBoost for passive OS fingerprinting on the CIC-IDS2017 dataset, reaching up to 97.66% accuracy on a down-sampled subset of the Friday…

#MachineLearning #OSFingerprinting #Cybersecurity #XGBoost
https://arxiv.org/abs/2610.11133