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...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Zhenlong Sun, Jing Yang, Xiaoye Li, Jianpei Zhang
Formato: article
Lenguaje:EN
Publicado: PeerJ Inc. 2021
Materias:
Acceso en línea:https://doaj.org/article/fdeb66e7d0c941e78d57f937dcb031d7
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!