Efficient Coded Multi-Party Computation at Edge Networks

Multi-party computation (MPC) is promising for designing privacy-preserving machine learning algorithms at edge networks. An emerging approach is coded-MPC (CMPC), which advocates the use of coded computation to improve the performance of MPC in terms of the required number of workers involved in co...

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Veröffentlicht in:	arXiv.org 2023-05
Hauptverfasser:	Vedadi, Elahe, Keshtkarjahromi, Yasaman, Seferoglu, Hulya
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Computational efficiency Edge computing Machine learning Polynomials
Online-Zugang:	Volltext
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