AdvScan: Black-Box Adversarial Example Detection at Runtime through Power Analysis

Robi Paul, Michael Zuzak

TinyML models deployed on edge devices are increasingly adopted in safety/security-critical applications, making them a prime target for adversarial example (AE) attacks where inpu…