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A Comparative Sensitivity Analysis of SOP-, Phase-, and Intensity-Based Sensing for ML-Driven Threat Classification

##article.authors##

  • Leyla Sadighi Trinity College Dublin
  • Stefan Karlsson
  • Marija Furdek
  • Marco Ruffini

DOI:

https://doi.org/10.31224/8558

Abstract

We present the first ML-driven comparison of SOP, phase, and intensity sensing on bare fiber and patch cable. All exceed 99 percent on bare fiber; on patch cable a hierarchy emerges: SOP robust, phase weaker, intensity degraded.

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Posted

2026-10-20

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Copyright (c) 2026 Leyla Sadighi, Stefan Karlsson, Marija Furdek, Marco Ruffini

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This work is licensed under a Creative Commons Attribution 4.0 International License.