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Data Poison Detection Schemes for Distributed Machine Learning

Distributed machine learning (DML) can realize massive dataset training when no single node can work out the accurate results within an acceptable time. However, this will inevitably expose more potential targets to attackers compared with the non-distributed environment. In this paper, we classify...

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Principais autores: Yijin Chen, Yuming Mao, Haoyang Liang, Shui Yu, Yunkai Wei, Supeng Leng
Formato: Artigo
Idioma:Inglês
Publicado: IEEE 2020-01-01
Series:IEEE Access
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Acceso en liña:https://ieeexplore.ieee.org/document/8943404/
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