Improved Secure Deep Neural Network Inference Offloading with Privacy-Preserving Scalar Product Evaluation for Edge Computing

Improved Secure Deep Neural Network Inference Offloading with Privacy-Preserving Scalar Product Evaluation for Edge Computing

Enabling deep learning inferences on resource-constrained devices is important for intelligent Internet of Things. Edge computing makes this feasible by outsourcing resource-consuming operations from IoT devices to edge devices. In such scenarios, sensitive data shall be protected while transmitted...

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Bibliographic Details
Main Authors: Jiarui Li, Zhuosheng Zhang, Shucheng Yu, Jiawei Yuan
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Applied Sciences
Subjects:
privacy
Internet of Things
convolutional neural networks
deep learning
computation outsourcing
edge computing
Online Access:https://www.mdpi.com/2076-3417/12/18/9010

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https://www.mdpi.com/2076-3417/12/18/9010

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