Адаптивні механізми виявлення, протидії та самовідновлення в сітчастій архітектурі кібербезпеки мереж безпілотних літальних апаратів

Abstract

This paper investigates adaptive detection, response and self-healing mechanisms within a cybersecurity mesh architecture for multi-UAV networks. The dynamic topology and absence of a centralized security perimeter in swarm UAV systems significantly increase the attack surface and complicate traditional protection approaches. The proposed architecture integrates distributed monitoring, behavioral and anomaly-based detection, and inter-node correlation of security events. Localized response mechanisms, including node isolation, route reconfiguration and role redistribution, are applied to maintain mission continuity. The integration of adaptive detection and decentralized recovery mechanisms enhances network resilience and eliminates single points of failure. The proposed approach contributes to improving fault tolerance and cyber resilience of UAV networks operating in hostile environments.