Presentation Information
[WF2-3]Confidentiality-Preserving Real-Time Soft-Failure Localization in Optical Networks
○Azarm Yeganehfallah1, Andrea Sgambelluri1, Emilio Paolini1, Moises Felipe Silva2, Luca Valcarenghi1 (1Scuola Superiore Sant'anna Pisa, 2Los Alamos National Laboratory)
Keywords:
Artificial intelligence and machine learning for optical network design,control,and management,Optical network design,control,management,and security,Machine learning in optical communication networks
This paper introduces a method for failure detection and localization in optical networks that ensures data confidentiality. It effectively operates in real-time on short-term monitored data, enhancing network reliability without exposing sensitive information.