DP-FedIOD: A Differential Privacy and Federated Learning Based Framework for Aerial Insulators Orientation Detection

To address the limitations of deep learning models in detecting aerial insulator images from Unmanned Aerial Vehicles, we present a framework dubbed DP-FedIOD, which utilizes differential privacy and federated learning techniques for identifying the aerial insulators. It tackles the issue posed by c...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Xuejun Zhang, Xiao Zhang, Xiaowen Sun, Fenghe Zhang, Bin Zhang, Chengze Li, Xiaohong Jia
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	Differential privacy federated learning insulator object detection orientation identification
Online Access:	https://ieeexplore.ieee.org/document/10477495/