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Leyla Sadighi

Machine Learning-Based Polarization Signature Analysis for Detection and Categorization of Eavesdropping and Harmful Events
2024 · Leyla Sadighi, Stefan Karlsson, et al. · Optical Fiber Communication Conference · 23
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Deep Learning for Detection of Harmful Events in Real-World, Noisy Optical Fiber Deployments
2025 · Leyla Sadighi, Stefan Karlsson, et al. · Journal of Lightwave Technology · 21
Machine Learning Analysis of Polarization Signatures for Distinguishing Harmful from Non-harmful Fiber Events
2024 · Leyla Sadighi, Stefan Karlsson, et al. · International Conference on Transparent Optical Networks · 13
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ML-Based State of Polarization Analysis to Detect Emerging Threats to Optical Fiber Security
2025 · Leyla Sadighi, Stefan Karlsson, et al. · IEEE Transactions on Network and Service Management · 6
Generalizability of Ml-Based Classification of State of Polarization Signatures Across Different Bands and Links
2025 · Leyla Sadighi, Carlos Natalino, et al. · European Conference on Optical Communication · 4
Hybrid Model for Anomaly Detection on Call Detail Records by Time Series Forecasting
2020 · Mokhtari, Aryan, Sadighi, Leyla, et al. · arXiv (Cornell University) · 3
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Variational autoencoder domain adaptation for cross-system generalization in ML-based SOP monitoring
2026 · Leyla Sadighi, Stefan Karlsson, et al. · Journal of Optical Communications and Networking · 2
AI/ML-Based State-of-Polarization Monitoring in Optical Networks: Concepts and Challenges
2025 · Leyla Sadighi, Carlos Natalino, et al. · Optical Fiber Communication Conference · 2
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DP-16QAM Modulated vs. Unmodulated Polarization Signatures for ML-Based Fiber Sensing
2026 · Leyla Sadighi, Carlos Natalino, et al. · Journal of Lightwave Technology · 1
ML-Based Detection and Categorization of Complex Mechanical Vibrations via State of Polarization Analysis in Optical Networks
2025 · Leyla Sadighi, Stefan Karlsson, et al. · International Conference on Transparent Optical Networks · 1
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A Comparative Sensitivity Analysis of SOP-, Phase-, and Intensity-Based Sensing for ML-Driven Threat Classification
2026 · Leyla Sadighi, Stefan Karlsson, et al.
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Resilient SOP-Based ML Classification of Harmful Fiber Vibrations Buried in Realistic Broadband Acoustic Backgrounds
2026 · Leyla Sadighi, Stefan Karlsson, et al. · International Conference on Transparent Optical Networks
Detectability of Harmful Fiber Vibrations Buried in Realistic Broadband Acoustic Backgrounds at Varying Intensity
2026 · Stefan Karlsson, Leyla Sadighi, et al. · International Conference on Transparent Optical Networks
Detection of Optical Network Breaches through ML-Based State of Polarization Analysis
2026 · Leyla Sadighi · Chalmers Research (Chalmers University of Technology)
On Secure Degrees of Freedom for K-User MISO Broadcast Channel With Alternating CSIT
2021 · Leyla Sadighi, Sadaf Salehkalaibar, et al. · IEEE Information Theory Workshop (ITW)
On Sum Secure Degrees of Freedom for K-User MISO Broadcast Channel With Alternating CSIT
2020 · Sadighi, Leyla, Salehkalaibar, Sadaf, et al. · arXiv (Cornell University)
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Unsupervised, Modulation-Independent Detection of Harmful Fiber Events from SOP Signatures in a Live Metro Ring
· Sadighi, Leyla, Furdek Prekratic, Marija, et al. · Chalmers Research (Chalmers University of Technology)
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Works count: 19
Citation count: 78
H-index: 4
I10-index: 3
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