Demonstration of Machine-Learning-Assisted Security Monitoring in Optical Networks

Abstract

We report on the first demonstration of machine-learning-assisted detection, identification and localisation of optical-layer attacks integrated into network management system and verified on real-life experimental attack traces from a network operator testbed