arxiveess.SPcs.CR2026-07-06
Replicating the Signature: Unsupervised Targeted Impersonation Attack on RF Fingerprinting
Haytham Albousayri, Bechir Hamdaoui
This paper presents a novel impersonation attack framework that aims to fool RF Fingerprinting (RFFP) identification systems by synthesizing signals that replicate the hardware-specific impairments of a target device. Our framework leverages unsupervised learning to enable accura…