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cs.DB2022★ 1 cited
Preventing Inferences through Data Dependencies on Sensitive Data
Primal Pappachan, Shufan Zhang, Xi He +1
Simply restricting the computation to non-sensitive part of the data may lead to inferences on sensitive data through data dependencies. Inference control from data dependencies ha…
cs.DB2022
QUIP: Query-driven Missing Value Imputation
Yiming Lin, Sharad Mehrotra
Missing values widely exist in real-world data sets, and failure to clean the missing data may result in the poor quality of answers to queries. \yiming{Traditionally, missing valu…