Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 3 of 3 for “"Cooperative awareness"”.
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Graph neural network approaches and real-time unsupervised learning for anomaly detection in vehicular networks
… vehicle–infrastructure communication through Cooperative Awareness Messages (CAMs), offering opportunities to detect anomalies in both driving behavior and communication patterns.This dissertation proposes a dual-layer anomaly detection framework targeting: (1) unsafe driving behavior, and (2) …
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Replay and bogus information attacks : simulation and empirical validation of machine learning-based cybersecurity threat detection in connected and autonomous vehicles
… replay and bogus-information attacks within Cooperative Awareness Messages (CAMs). Due to limited open datasets, a comprehensive dataset was generated using the Eclipse MOSAIC platform. Models spanning ensembles (GBM/DRF), deep learning (DL), and classical baselines (DT/NB/SVM/LG) were …
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Modelling and enhanced scheduling in the cellular vehicular sidelink standards
Vehicular networking can address significant challenges in the areas of vehicular safety, traffic efficiency, and enables higher levels of autonomous driving for sustainable mobility. The Third Generation Partnership Project (3GPP) Cellular Vehicle-To-Everything (C-V2X) standard and subsequent New …