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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
0.00010079578
Overall Rank
1,609 | 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
1,166 PrivateSQL: A Differentially Private SQL Query Engine 2019 VLDB 0.00011731286
2,090 Optimizing error of high-dimensional statistical queries under differential privacy 2018 VLDB 9.0657103e-05
2,336 Answering Multi-Dimensional Analytical Queries under Local Differential Privacy 2019 SIGMOD 8.6206562e-05
2,488 Computing Local Sensitivities of Counting Queries with Joins 2020 SIGMOD 8.3973087e-05
3,292 Kamino: Constraint-Aware Differentially Private Data Synthesis 2021 VLDB 7.4491643e-05
3,329 Answering Range Queries Under Local Differential Privacy 2019 SIGMOD 7.4187944e-05
4,214 Answering Multi-Dimensional Range Queries under Local Differential Privacy 2021 VLDB 6.7295366e-05
4,496 R2T: Instance-optimal Truncation for Differentially Private Query Evaluation with Foreign Keys 2022 SIGMOD 6.5764614e-05
4,944 PrivLava: Synthesizing Relational Data with Foreign Keys under Differential Privacy 2023 SIGMOD 6.3439252e-05
6,661 Better than Composition: How to Answer Multiple Relational Queries under Differential Privacy 2023 SIGMOD 5.717454e-05
6,803 Residual Sensitivity for Differentially Private Multi-Way Joins 2021 SIGMOD 5.6783493e-05
7,439 A Nearly Instance-optimal Differentially Private Mechanism for Conjunctive Queries 2022 PODS 5.5267455e-05
8,078 Differentially Private Data Generation with Missing Data 2024 VLDB 5.3942942e-05
8,081 Saibot: A Differentially Private Data Search Platform 2023 VLDB 5.3942942e-05
9,345 DP-starJ: A Differential Private Scheme towards Analytical Star-Join Queries 2023 SIGMOD 5.1901916e-05
9,473 PriPL-Tree: Accurate Range Query for Arbitrary Distribution under Local Differential Privacy 2024 VLDB 5.1708619e-05
9,888 HDPView: Differentially Private Materialized View for Exploring High Dimensional Relational Data 2022 VLDB 5.1159324e-05
10,588 PrivAGS: Differentially Private Attributed Graph Synthesis 2026 SIGMOD 4.9793485e-05
11,944 Improved Differentially Private Euclidean Distance Approximation 2021 PODS 4.9793485e-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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