mlsanityData to 14 Oct 2026

Fully Unsupervised Detection of Physical Contacts on Subsea Cables via State-of-Polarization Monitoring

arXiv 2607.01484 ↗First posted 1 Jul 2026cs.NI cs.AIcited by 0

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Abstract (arXiv)

We present a fully unsupervised Fast-Slow DSVDD detector for continuous State-of-Polarization monitoring on a deployed subsea cable. Trained without event labels, it ranks all five confirmed trawler contacts within the top 13 of 122,174 recordings and surfaces additional corroborated cable-contact events.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 1 of its 18 references that are in the map. First posted on arXiv 1 Jul 2026.

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  1. 2026Multi-Modal Fiber Sensing for OffshoreEnvironmental and Infrastructure Monitoringcited by 1

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