A Unified Siamese Learning Framework for Zero-Day Anomaly Detection and Classification in Optical Networks

Carlos Natalino, Flávia P. Monteiro, Paolo Monti

A multi-similarity Siamese neural network unifies zero-day anomaly detection and one-shot classification in optical networks, achieving over 99% accuracy and instant adaptability a…