Context Aware Transformer with Graph Attention Intrusion Detection Systemfor UAV Enabled Fog Computing Networks
Keywords:
Classification, Cybersecurity, Fog Computing, Intrusion Detection, Transformer, Unmanned Aerial VehiclesAbstract
The integration of unmanned aerial vehicles (UAVs) with fog computing has rapidly expanded in applicationssuch as military surveillance, disaster response, smart agriculture, traffic monitoring, and healthcare delivery.Recent studies report that nearly 70% of UAV communication systems are exposed to cyber vulnerabilities, while denial-of-service and replay attacks contribute to a major portion of UAV network disruptions
References
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. Dahiya, Susheela, and Manik Garg. "Unmanned aerial vehicles: Vulnerability to cyber attacks." In International Conference on Unmanned Aerial System in Geomatics, pp. 201-211. Cham: Springer International Publishing, 2019.


