Differentially Private High-Dimensional Data Publication via Markov Network

Zhang, Wei and Zhao, Jingwen and Wei, Fengqiong and Chen, Yunfang (2019) Differentially Private High-Dimensional Data Publication via Markov Network. EAI Endorsed Transactions on Security and Safety.

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Abstract

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 computational
complexity and data sparsity. Therefore, we propos

Item Type: Article
Date Deposited: 04 Mar 2026 12:15
Last Modified: 12 Apr 2026 04:08
URI: http://eprints.eai.eu/id/eprint/23635

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