Robust Semi-supervised Federated Learning for Images Automatic Recognition in Internet of Drones. (arXiv:2201.01230v1 [cs.LG])

Air access networks have been recognized as a significant driver of various
Internet of Things (IoT) services and applications. In particular, the aerial
computing network infrastructure centered on the Internet of Drones has set off
a new revolution in automatic image recognition. This emerging technology
relies on sharing ground truth labeled data between Unmanned Aerial Vehicle
(UAV) swarms to train a high-quality automatic image recognition model.
However, such an approach will bring data privacy and data availability
challenges. To address …

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