Differential Privacy-Preserving Density Peaks Clustering Based on Shared Near Neighbors Similarity
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DOI: 10.1109/access.2019.2927308
Abstract: Density peaks clustering is a novel and efficient density-based clustering algorithm. However, the problem of the sensitive information leakage and the associated security risk with the applications of clustering methods is rarely considered. To address… read more here.
Keywords: density peaks; density; shared near; near neighbors ... See more keywords