Arti cial intelligence has recently been used in FANET-based routing strategies for decision-making, which is a unique paradigm. For e ective communication in ying vehicles that use routing protocols to accomplish tasks collectively, aerial vehicles are used in both civic and military applications. Aerial ad hoc networks are wirelessly connected, and designing routing schemes is di cult due to the rapid mobility. Ground base stations and satellites are frequently used to interconnect UAV ad hoc networks. is paper developed a novel routing protocol with a focus on ant behavior routing, which assists in end-to-end security. For the rst time in ying networks, the column mobility model is used to evaluate the performance of routing protocols. While merging with aerial ad hoc networks, AI-based networking is a relatively new eld. In simulation results, AntHocNet shows better results in comparison with other contemporary routing algorithms. Pheromone update process is used for data encryption in AntHocNet. is research study is performed on network simulator-2.

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