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

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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Bibliographic Details
Main Authors: Huixue Jia, Daomeng Cai, Jie Yang, Weidong Qian, Cong Wang, Xiaoyu Li, Shan Yang
Format: Article
Language:English
Published: SpringerOpen 2023-12-01
Series:Journal of Cloud Computing: Advances, Systems and Applications
Subjects:
Homomorphic encryption
Image chunking
Image classification
Convolutional neural networks
Online Access:https://doi.org/10.1186/s13677-023-00537-0

Internet

https://doi.org/10.1186/s13677-023-00537-0

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