Wenye Liu
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NeuroLip proposes an event-based spatiotemporal framework for visual speaker recognition that achieves robust cross-scene generalization by capturing fine-grained lip dynamics, outperforming existing methods by over 8%.
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.
Papers
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.