Tu Dac Ho

SCOUT: Channel-Robust Universal Perturbations for RF Fingerprint Authentication

Radio frequency fingerprint identification (RFFI) is increasingly proposed as a lightweight physical-layer authentication primitive for Internet-of-Things and edge devices, but deep RFFI models remain vulnerable to adversarial manipulation. This paper studies a narrow and realistic version of that problem: can a black-...