By combining AI-powered fuzzing with power side-channel analysis, PowerFuzzer detects undocumented functionality, hidden behaviour, firmware changes, and potential backdoors without requiring source code access. It supports the assessment of embedded systems across aerospace, automotive, industrial, security, networking, and critical infrastructure applications.

In this webcast, Sebastian Fischmeister explains the technology behind PowerFuzzer and how it combines AI-powered fuzzing with power side-channel analysis to assess firmware without requiring source code access.

The rapid expansion of autonomous systems is often framed as a question of scale. Production volumes are increasing, deployment scenarios are diversifying, and demand across defence, infrastructure, and commercial sectors continues to accelerate. For manufacturers, however, the more consequential shift is not scale itself, but how these systems are being built.

Presented at IPC Apex 2026, our poster offers a practical step toward deploying physics-based, black-box verification methods in production, not just controlled lab settings.