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.
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lanyonai/AdvectionDiffusion: End-to-end formally verified solvers for the linear advection, isotropic advection-diffusion, and full (anisotropic) advection-diffusion equations in 1D, 2D, and 3D.
End-to-end formally verified solvers for the linear advection, isotropic advection-diffusion, and full (anisotropic) advection-diffusion equations in 1D, 2D, and 3D.
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