Membership Inference Attack with Multi-Grade Service Models in Edge Intelligence

Edge intelligence (EI), integrated with the merits of both edge computing and artificial intelligence, has been proposed recently to realize intensive computation and low delay inference in the edge of the Internet of Things (IoT). However, the constrained energy and computation ability in edge devi...

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Veröffentlicht in:	IEEE network 2021-01, Vol.35 (1), p.184-189
Hauptverfasser:	Wang, Kehao, Hu, Zhixin, Ai, Qingsong, Liu, Quan, Chen, Mozi, Liu, Kezhong, Cong, Yirui
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Artificial intelligence Computational modeling Delays Edge computing Inference Internet of Things Numerical models Privacy User requirements
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