Researchers have developed a probabilistic framework using percolation theory to assess cyber risks in drone swarms. This framework aids insurance pricing and risk management for drone delivery systems, which is crucial as the global drone delivery market continues to grow. The study highlights the importance of defense resources allocation and communication protocols in optimizing defense strategies for drone delivery services, providing guidance for policymakers and cybersecurity professionals.