21 citations · 24 across the 3 of their papers we have counts for
3 papers
cs.CR2015★ 2 cited
Differentially Private -Means Clustering
Dong Su, Jianneng Cao, Ninghui Li +2
There are two broad approaches for differentially private data analysis. The interactive approach aims at developing customized differentially private algorithms for various data m…
cs.CR2015★ 1 cited
Differentially Private Projected Histograms of Multi-Attribute Data for Classification
Dong Su, Jianneng Cao, Ninghui Li
In this paper, we tackle the problem of constructing a differentially private synopsis for the classification analyses. Several the state-of-the-art methods follow the structure of…
cs.DB2012★ 21 cited
PrivBasis: Frequent Itemset Mining with Differential Privacy
Ninghui Li, Wahbeh Qardaji, Dong Su +1
The discovery of frequent itemsets can serve valuable economic and research purposes. Releasing discovered frequent itemsets, however, presents privacy challenges. In this paper, w…