Model‐Inversion‐Resistant Physical Unclonable Neural Network Using Vertical NAND Flash Memory

ABSTRACT The growing use of neural networks in privacy‐sensitive applications necessitates architectures that inherently protect both data and model integrity. We present a model‐inversion‐resistant physical unclonable neural network (PUNN) implemented on commercial vertical NAND (V‐NAND) flash memo...

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Detalhes bibliográficos

Principais autores:	Sung‐Ho Park, Ryun‐Han Koo, Jonghyun Ko, Jiseong Im, Yeongheon Yang, Mingyun Oh, Dongbeen Shin, Gyuweon Jung, Jong‐Ho Lee
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Wiley 2026-05-01
Colecção:	Advanced Science
Assuntos:	neural network security V‐NAND flash memory
Acesso em linha:	https://doi.org/10.1002/advs.74517
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