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Lin Chen

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Articles

Federated deep learning for distributed intrusion detection and privacy preservation in power networks

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By Lin Chen, Zhuo Tang, Yiwei Yang, Xiong Xiao
| Nature Verified
Abstract The deepening cyber-physical integration of smart grids has expanded the attack surface of power networks, while centralised intrusion detection schemes struggle with data silos, privacy exposure, and prohibitive communication costs across geographically dispersed substations. This paper proposes a federated deep learning framework that addresses these constraints jointly.
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The sociological biography of translators: towards a methodological framework

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By Lin Chen, Jack McMartin
| Taylor & Francis Online
ABSTRACT Translation studies is undergoing a “biographical turn”, with growing attention to translators’ lives as a way of explaining translation phenomena. Yet the theoretical foundations of translator biography remain underexplored, limiting its development as a research method.
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Ordinary or top streamers: live streaming sales under cross-channel spillover effects

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By Lin Chen, Xiuxiu Ma, Qi Yao
| Taylor & Francis Online
Abstract The growth of the live streaming industry has prompted more brands to consider launching live streaming as an additional selling channel. Considering the cross-channel spillover effect between online and offline channels of the brand, this paper examines whether to add a live streaming channel and whether to cooperate with an ordinary or a top streamer.
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