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Learn to secure edge AI deployments through this 21-minute conference talk featuring embedded systems consultant Matthias Gohlke from Thistle Technologies, who reveals critical security vulnerabilities and practical solutions for protecting edge devices after deployment. Discover how to implement secure and verified boot processes, establish robust OTA update security with rollback capabilities, and protect AI models from theft or tampering. Explore CRA and NIS2-ready logging requirements while understanding how to create signed artifacts that scale across diverse hardware environments. Master the implementation of end-to-end trust systems without vendor lock-in, whether managing Qualcomm, NXP, or mixed MCU fleets. Address common security pitfalls including plaintext credentials in flash memory and OTA hijacking vulnerabilities that attackers exploit in production environments. Gain insights into building a comprehensive security blueprint that security teams recommend implementing from the earliest stages of edge AI development.
Syllabus
Secure the Edge: Firmware, AI Models & Trust at Scale with Matthias Gohlke
Taught by
EDGE AI FOUNDATION