Differentially Private High-Dimensional Data Publication via Markov Network
Wei Zhang, Jingwen Zhao, Fengqiong Wei, Yunfang Chen · ICST Transactions on Security and Safety · 2019
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