Secure Two-Party Decision Tree Classification Based on Function Secret Sharing

Decision tree models are widely used for classification tasks in data mining. However, privacy becomes a significant concern when training data contain sensitive information from different parties. This paper proposes a novel framework for secure two-party decision tree classification that enables c...

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Bibliographic Details
Main Authors: Kun Liu, Chunming Tang
Format: Article
Language:English
Published: Wiley 2023-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2023/5302915
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