Peichun Hua
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2026
A Unified Open-Set Framework for Scalable PUF-Based Authentication of Heterogeneous IoT Devices
The paper proposes a scalable, helper-data-free open-set framework using an OpenGAN-based classifier to unify authentication for diverse and large populations of heterogeneous PUF-based IoT devices.
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Papers
cs.CRRecentMay 8, 2026
A Unified Open-Set Framework for Scalable PUF-Based Authentication of Heterogeneous IoT Devices
Xin Wang, Peichun Hua, Chip Hong Chang, Wenye Liu +1 more
The paper proposes a scalable, helper-data-free open-set framework using an OpenGAN-based classifier to unify authentication for diverse and large populations of heterogeneous PUF-based IoT devices.
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