Towards Effective Device-Aware Federated Learning

Vito Walter Anelli
Vito Walter Anelli
Yashar Deldjoo
Yashar Deldjoo
Antonio Ferrara
Antonio Ferrara

AI*IA, pp. 477-491, 2019.

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Abstract:

With the wealth of information produced by social networks, smartphones, medical or financial applications, speculations have been raised about the sensitivity of such data in terms of users' personal privacy and data security. To address the above issues, Federated Learning (FL) has been recently proposed as a means to leave data and c...More

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