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Efficient Privacy-Preserving K-Means Clustering from Secret-Sharing-Based Secure Three-Party Computation

Privacy-preserving machine learning has become an important study at present due to privacy policies. However, the efficiency gap between the plain-text algorithm and its privacy-preserving version still exists. In this paper, we focus on designing a novel secret-sharing-based K-means clustering alg...

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Detalles Bibliográficos
Autores principales: Wei, Weiming, Tang, Chunming, Chen, Yucheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9407146/
https://www.ncbi.nlm.nih.gov/pubmed/36010809
http://dx.doi.org/10.3390/e24081145