Behaviour-aware Hybrid Architecture for Trust-driven Transmissions

TL;DR

This paper introduces a trust-aware SDN framework that enables secure, low-latency failover between heterogeneous communication channels for aerospace and defense autonomous systems, enhancing resilience and reliability.

Contribution

It proposes a novel trust-aware SDN architecture with real-time intrusion detection and autonomous failover, improving network resilience in contested environments.

Findings

Sub-5 ms failover latency demonstrated in simulations

Significant reduction in packet loss compared to static routing

Efficient flow installation in a Mininet test environment

Abstract

Reliable and secure communication is essential for mission-critical aerospace and defence operations involving autonomous platforms such as Unmanned Aerial Vehicles (UAVs), satellites, and ground control systems. In contested or dynamic environments, communication links are frequently exposed to jamming, interference, and cyberattacks, making network resilience a key operational requirement. This paper presents a trust-aware Software-Defined Networking (SDN) framework that enables secure, low-latency failover between heterogeneous communication channels. The proposed architecture integrates a high-bandwidth primary link (e.g., satellite or tactical LTE) with a low-power fallback channel (e.g., RF or mesh), managed by an SDN controller that enforces zero-trust routing policies. A real-time Intrusion Detection System (IDS) continuously updates node trust scores; when trust or link reliability degrades, the controller autonomously switches traffic to the secondary channel, ensuring uninterrupted connectivity. Simulation results in a Mininet-based test environment demonstrate sub-5 ms failover latency, efficient flow installation, and significant reduction in packet loss compared with conventional single-channel or static routing systems. The proposed framework provides a scalable and resilient communication backbone for next-generation aerospace networks, enhancing mission reliability, cyber defence, and autonomous coordination across distributed aerial and space assets.