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PrivateClean: Data Cleaning and Differential Privacy

Summary: PrivateClean combines privacy-aware cleaning with differential privacy, generating private numeric and discrete datasets and enabling privacy-preserving aggregates. A bipartite graph over dirty-clean pairs estimates biases and guides privacy tuning. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5337
Venue
SIGMOD
Year
2016
Pagerank
6.4845444e-05
Overall Rank
4,837 | 66.82%
DOI
10.1145/2882903.2915248

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{krishnan_sigmod16,
        title = {{PrivateClean: Data Cleaning and Differential Privacy}},
        author = {Krishnan, Sanjay and Wang, Jiannan and Franklin, Michael J. and Goldberg, Ken and Kraska, Tim},
        series = {{SIGMOD} '16},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2882903.2915248},
        url = {https://dl.acm.org/doi/10.1145/2882903.2915248},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
62 Privacy Integrated Queries: An Extensible Platform for Privacy-Preserving Data Analysis 2009 SIGMOD 0.00038970535
70 Privacy-Preserving Data Mining 2000 SIGMOD 0.0003804755
185 A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification 2005 SIGMOD 0.00026231189
363 Approximate Query Processing: Taming the TeraBytes! A Tutorial 2001 VLDB 0.0002005475
626 Entity Resolution: Theory, Practice & Open Challenges 2012 VLDB 0.00015656958
1,421 PrivBasis: Frequent Itemset Mining with Differential Privacy 2012 VLDB 0.00010828328
1,736 A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data 2014 SIGMOD 9.8984415e-05
1,872 The Analytical Bootstrap: a New Method for Fast Error Estimation in Approximate Query Processing 2014 SIGMOD 9.5759874e-05
1,906 GUPT: Privacy Preserving Data Analysis Made Easy 2012 SIGMOD 9.5020196e-05
2,413 A Sampling Algebra for Aggregate Estimation 2013 VLDB 8.6116764e-05
2,636 CrowdFill: Collecting Structured Data from the Crowd 2014 SIGMOD 8.31868e-05
2,856 Publishing Set-Valued Data via Differential Privacy 2011 VLDB 8.0321774e-05
4,559 Deriving Private Information from Randomized Data 2005 SIGMOD 6.6318893e-05
8,620 Wisteria: Nurturing Scalable Data Cleaning Infrastructure 2015 VLDB 5.3991092e-05
8,714 Stale View Cleaning: Getting Fresh Answers from Stale Materialized Views 2015 VLDB 5.3778009e-05
9,169 Non-Reversible Privacy Transformations 1982 PODS 5.3097874e-05
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