DPWSS: differentially private working set selection for training support vector machines

Support vector machine (SVM) is a robust machine learning method and is widely used in classification. However, the traditional SVM training methods may reveal personal privacy when the training data contains sensitive information. In the training process of SVMs, working set selection is a vital st...

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Detalles Bibliográficos
Autores principales: Sun, Zhenlong, Yang, Jing, Li, Xiaoye, Zhang, Jianpei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2021
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8670395/
https://www.ncbi.nlm.nih.gov/pubmed/34977353
http://dx.doi.org/10.7717/peerj-cs.799

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8670395/
https://www.ncbi.nlm.nih.gov/pubmed/34977353
http://dx.doi.org/10.7717/peerj-cs.799

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