Protocol-agnostic and Data-free Backdoor Attacks on Pre-trained Models in RF Fingerprinting

Tianya Zhao, Ningning Wang, Junqing Zhang +1

While supervised deep neural networks (DNNs) have proven effective for device authentication via radio frequency (RF) fingerprinting, they are hindered by domain shift issues and t…