To appear at IEEE SMC 2026: A deep learning framework for open-set authentication of heterogeneous Physically Unclonable Function (PUF) devices. The system uses an OpenGAN-based classifier to learn the feature distribution of enrolled devices and robustly reject out-of-distribution impostor devices.
WANGXinuuu1/Open-Set-PUF-Authentication-for-Heterogeneous-IoT-Devices: To appear at IEEE SMC 2026: A deep learning framework for open-set authentication of heterogeneous Physically Unclonable Function (PUF) devices. The system uses an OpenGAN-based classifier to learn the feature distribution of enrolled devices and robustly reject out-of-distribution impostor devices.
