2 papers
cs.CR2026
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…
cs.CR2025
Michscan: Black-Box Neural Network Integrity Checking at Runtime Through Power Analysis
Robi Paul, Michael Zuzak
As neural networks are increasingly used for critical decision-making tasks, the threat of integrity attacks, where an adversary maliciously alters a model, has become a significan…