63 citations · 279 across the 28 of their papers we have counts for
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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…
cs.DB2009★ 8 cited
Slicing: A New Approach to Privacy Preserving Data Publishing
Tiancheng Li, Ninghui Li, Jian Zhang +1
Several anonymization techniques, such as generalization and bucketization, have been designed for privacy preserving microdata publishing. Recent work has shown that generalizatio…