Abstract: The Internet of Things (IoT) connects numerous heterogeneous devices that collect and generate substantial sensitive data to train intelligent models. To protect the privacy of such data, ...

For a study published in Neuron, researchers asked participants to rate their interest in a variety of trivia questions, and then displayed photos of unrelated faces while they waited for the answer ...

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Abstract: Due to data heterogeneity and parameter transmission failure, federated learning (FL) usually suffers performance degradation in wireless networks. To address this issue, a novel federated ...