Aero-LLM introduces a multi-LLM framework that revolutionizes UAV operations by enhancing communication security and enabling intelligent decision-making without constant ground control.

Key innovations:

• Distributed intelligence architecture deploys specialized LLMs across onboard systems for different functions (inferencing, anomaly detection, forecasting)
• Enhanced security posture through continuous monitoring and threat detection during mission operations
• Improved autonomous capabilities enabling UAVs to make informed decisions with limited connectivity
• Reduced dependency on constant ground control station communication

This research addresses critical aerospace industry challenges by balancing automation with security requirements, potentially transforming drone operations in logistics, surveillance, and emergency response scenarios.

Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making