Secure ML Model Distribution for AI Edge Systems DRAFT

Industrial Automation AI System

AI models need to constantly learn and improve. Updated models must be reliably and securely transferred to the target system at the edge and protected from unauthorized access.

aicas’ cloud-based Edge Device Portal (EDP) for streamlining software updates to edge devices enables secure and robust ML model updates. With a single click, ML model updates can be distributed (upload, download, install, start, stop) to remote AI systems at the edge – all without accessing or modifying the models themselves. The solution provides encrypted, signed components and TLS-protected channels.