Autonomous Fleet Defense System

A major defense contractor required an AI-driven cybersecurity system for their autonomous naval fleet. The challenge: detect and neutralize threats in real-time while operating in GPS-denied, communications-limited environments. We developed a distributed threat intelligence system using federated learning, enabling each vessel to learn from fleet-wide attack patterns without centralized connectivity. The system achieved zero false positives over 18 months of active deployment.