Differentially Private High-Dimensional Data Publication via Markov Network

Differentially private data publication has recently received considerable attention. However, it faces some challenges in differentially private high-dimensional data publication, such as the complex attribute relationships, the high computationalcomplexity and data sparsity. Therefore, we propose...

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Bibliographic Details
Main Authors: Wei Zhang, Jingwen Zhao, Fengqiong Wei, Yunfang Chen
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2019-01-01
Series:EAI Endorsed Transactions on Security and Safety
Subjects:
Online Access:https://eudl.eu/pdf/10.4108/eai.29-7-2019.159626