Machine Learning

Secure the Edge: Firmware, AI Models & Trust at Scale with Matthias Gohlke



What really happens after you ship an edge device?

In this eye-opening conversation, Matthias Gohlke, embedded systems consultant at Thistle Technologies, breaks down the real risks and practical steps to lock down your edge AI deployments—before attackers find the cracks.

🔐 Secure & Verified Boot
🔁 OTA Update Security (with rollback!)
🧠 Protecting AI models from theft or tampering
🔎 CRA & NIS2-ready logging
📦 Signed artifacts that scale

Whether you’re juggling Qualcomm, NXP, or mixed MCU fleets, Matthias maps out a blueprint for end-to-end trust without vendor lock-in. From plaintext credentials in flash to OTA hijacking, this is the stuff security teams wish you thought about earlier.

🔗 Full video → https://youtu.be/nnLJFf1LlFI

👍 Like, share, and comment with the weakest point in your stack.

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