Efficient and privacy-preserving image classification using homomorphic encryption and chunk-based convolutional neural network

Abstract Image feature categorization has emerged as a crucial component in many domains, including computer vision, machine learning, and biometrics, in the dynamic environment of big data and cloud computing. It is extremely difficult to guarantee image data security, privacy, and computing effici...

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Principais autores:	Huixue Jia, Daomeng Cai, Jie Yang, Weidong Qian, Cong Wang, Xiaoyu Li, Shan Yang
Formato:	Artigo
Idioma:	Inglês
Publicado:	SpringerOpen 2023-12-01
Series:	Journal of Cloud Computing: Advances, Systems and Applications
Assuntos:	Homomorphic encryption Image chunking Image classification Convolutional neural networks
Acceso en liña:	https://doi.org/10.1186/s13677-023-00537-0
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