Differential privacy protection algorithm for network sensitive information based on singular value decomposition

Abstract In order to reduce the risk of data privacy disclosure and improve the effect of information privacy protection, a differential privacy protection algorithm for network sensitive information based on singular value decomposition is proposed. TF-IDF method is used to extract network sensitiv...

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Bibliographic Details
Main Authors: Xuan Ma, Xing Chang, Hongxiu Chen
Format: Article
Language:English
Published: Nature Portfolio 2023-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-33030-4