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Federated Learning and Blockchain-enabled Fog-IoT Platform for Wearables in Predictive Healthcare. (arXiv:2301.04511v1 [cs.LG])
cs.CR updates on arXiv.org arxiv.org
Over the years, the popularity and usage of wearable Internet of Things (IoT)
devices in several healthcare services are increased. Among the services that
benefit from the usage of such devices is predictive analysis, which can
improve early diagnosis in e-health. However, due to the limitations of
wearable IoT devices, challenges in data privacy, service integrity, and
network structure adaptability arose. To address these concerns, we propose a
platform using federated learning and private blockchain technology within a
fog-IoT network. …
address analysis blockchain challenges data data privacy devices federated learning health healthcare integrity internet internet of things iot iot devices network platform predictive analysis privacy service services things wearable wearables