Secure Convolution Neural Network Inference Based on Homomorphic Encryption

Secure Convolution Neural Network Inference Based on Homomorphic Encryption

Today, the rapid development of deep learning has spread across all walks of life, and it can be seen in various fields such as image classification, automatic driving, and medical imaging diagnosis. Convolution Neural Networks (CNNs) are also widely used by the public as tools for deep learning. In...

Full description

Bibliographic Details
Main Authors: Chen Song, Ruwei Huang
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Applied Sciences
Subjects:
convolution neural network
cloud computing
homomorphic encryption
privacy preserving machine learning
CKKS FHE scheme
Online Access:https://www.mdpi.com/2076-3417/13/10/6117

Internet

https://www.mdpi.com/2076-3417/13/10/6117

Similar Items