Local Differential Privacy Based Membership-Privacy-Preserving Federated Learning for Deep-Learning-Driven Remote Sensing

Local Differential Privacy Based Membership-Privacy-Preserving Federated Learning for Deep-Learning-Driven Remote Sensing

With the development of deep learning, image recognition based on deep learning is now widely used in remote sensing. As we know, the effectiveness of deep learning models significantly benefits from the size and quality of the dataset. However, remote sensing data are often distributed in different...

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Bibliographic Details
Main Authors: Zheng Zhang, Xindi Ma, Jianfeng Ma
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Remote Sensing
Subjects:
remote sensing image classification
local differential privacy
deep learning
federated learning
membership inference attack
Online Access:https://www.mdpi.com/2072-4292/15/20/5050

Internet

https://www.mdpi.com/2072-4292/15/20/5050

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