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PriView: Practical Differentially Private Release of Marginal Contingency Tables

Summary: PriView enables practical DP release of marginal contingency tables via a compact set of views. Reconstructs k-way marginals via max-entropy; enforces consistency, corrects negative entries, and uses covering-design view selection for large gains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h1726872523b74a09
Venue
SIGMOD
Year
2014
Pagerank
0.00010074806
Overall Rank
1,610 | 89.19%
DOI
10.1145/2588555.2588575

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{qardaji_sigmod14,
        title = {{PriView: Practical Differentially Private Release of Marginal Contingency Tables}},
        author = {Qardaji, Wahbeh and Yang, Weining and Li, Ninghui},
        series = {{SIGMOD} '14},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2588555.2588575},
        url = {https://dl.acm.org/doi/10.1145/2588555.2588575},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 19 of 19 citing papers.

Rank Citing Paper Year Venue Pagerank
1,168 PrivateSQL: A Differentially Private SQL Query Engine 2019 VLDB 0.00011725733
2,091 Optimizing error of high-dimensional statistical queries under differential privacy 2018 VLDB 9.0614187e-05
2,338 Answering Multi-Dimensional Analytical Queries under Local Differential Privacy 2019 SIGMOD 8.6165753e-05
2,488 Computing Local Sensitivities of Counting Queries with Joins 2020 SIGMOD 8.3933335e-05
3,292 Kamino: Constraint-Aware Differentially Private Data Synthesis 2021 VLDB 7.445638e-05
3,330 Answering Range Queries Under Local Differential Privacy 2019 SIGMOD 7.4152825e-05
4,216 Answering Multi-Dimensional Range Queries under Local Differential Privacy 2021 VLDB 6.7263509e-05
4,498 R2T: Instance-optimal Truncation for Differentially Private Query Evaluation with Foreign Keys 2022 SIGMOD 6.5733482e-05
4,947 PrivLava: Synthesizing Relational Data with Foreign Keys under Differential Privacy 2023 SIGMOD 6.3409221e-05
6,665 Better than Composition: How to Answer Multiple Relational Queries under Differential Privacy 2023 SIGMOD 5.7147475e-05
6,808 Residual Sensitivity for Differentially Private Multi-Way Joins 2021 SIGMOD 5.6756613e-05
7,442 A Nearly Instance-optimal Differentially Private Mechanism for Conjunctive Queries 2022 PODS 5.5241292e-05
8,085 Differentially Private Data Generation with Missing Data 2024 VLDB 5.3917406e-05
8,088 Saibot: A Differentially Private Data Search Platform 2023 VLDB 5.3917406e-05
9,354 DP-starJ: A Differential Private Scheme towards Analytical Star-Join Queries 2023 SIGMOD 5.1877346e-05
9,484 PriPL-Tree: Accurate Range Query for Arbitrary Distribution under Local Differential Privacy 2024 VLDB 5.168414e-05
9,895 HDPView: Differentially Private Materialized View for Exploring High Dimensional Relational Data 2022 VLDB 5.1135106e-05
10,599 PrivAGS: Differentially Private Attributed Graph Synthesis 2026 SIGMOD 4.9769913e-05
11,950 Improved Differentially Private Euclidean Distance Approximation 2021 PODS 4.9769913e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

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

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