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Hyperdimensional Computing for Facial ID Verification on TinyML Microcontrollers with Revocable Cryptographic Key Derivation
This thesis designs and validates an end-to-end face verification pipeline that runs entirely on the MAX78000 TinyML microcontroller, stores no recoverable biometric template, and derives a deterministic 128-bit cryptographic key directly from the user's face. An 88×88 grayscale image is passed thro
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