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Towards Communication-efficient and Attack-Resistant Federated Edge Learning for Industrial Internet of Things
Federated Edge Learning (FEL) allows edge nodes to train a global deep l...
12/08/2020 ∙ by YI LIU, et al. ∙
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A Secure Federated Learning Framework for 5G Networks
Federated Learning (FL) has been recently proposed as an emerging paradi...
05/12/2020 ∙ by YI LIU, et al. ∙
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PPGAN: Privacy-preserving Generative Adversarial Network
Generative Adversarial Network (GAN) and its variants serve as a perfect...
10/04/2019 ∙ by YI LIU, et al. ∙
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Dominant Dataset Selection Algorithms for Time-Series Data Based on Linear Transformation
With the explosive growth of time-series data, the scale of time-series ...
03/01/2019 ∙ by Yi Wu, et al. ∙
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