Wosinska, Lena

Experimental Study of Machine-Learning-Based Detection and Identification of Physical-Layer Attacks in Optical Networks

Natalino, C., Schiano, M., Di Giglio, A., Wosinska, L., & Furdek, M. (2019) · Journal of Lightwave Technology

Optical Network TechnologiesNetwork Security and Intrusion Detection

Cited by 63

Machine-learning-based method for fiber-bending eavesdropping detection

Song, H., Lin, R., Li, Y., Lei, Q., Zhao, Y., Wosinska, L., Monti, P., & Zhang, J. (2023) · Optics Letters

Optical Network TechnologiesAdvanced Photonic Communication Systems

Cited by 21

Deep Learning for Detection of Harmful Events in Real-World, Noisy Optical Fiber Deployments

Sadighi, L., Karlsson, S., Natalino, C., Wosinska, L., Ruffini, M., & Furdek, M. (2025) · Journal of Lightwave Technology

Optical Network TechnologiesAdvanced Fiber Optic Sensors

Cited by 18

Machine Learning Analysis of Polarization Signatures for Distinguishing Harmful from Non-harmful Fiber Events

Sadighi, L., Karlsson, S., Wosinska, L., & Furdek, M. (2024) · 2024 24th International Conference on Transparent Optical Networks (ICTON)

Optical Network TechnologiesNetwork Security and Intrusion Detection

Cited by 13