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Federated Learning Architecture for Non-IID Data

In the scenarios of federated learning involving ultra-large-scale edge devices, the local data of participants are non-Independent Identically Distribution(non-IID) pattern, resulting in an imbalance in overall training data and difficulty in defending against poison attacks.The prior knowledge req...

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Bibliografski detalji
Glavni autor: Tianchen QIU, Xiaoying ZHENG, Yongxin ZHU, Songlin FENG
Format: Artigo
Jezik:Inglês
Izdano: Editorial Office of Computer Engineering 2023-07-01
Serija:Jisuanji gongcheng
Teme:
Online pristup:https://www.ecice06.com/fileup/1000-3428/PDF/20230712.pdf
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