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Differentially Private Data Release over Multiple Tables
Summary: Algorithm for differentially private synthetic data answering multiple linear queries over multi-table databases, tackling join-induced sensitivity amplification that breaks single-table approaches. Proves parameterized lower bounds (near-optimal up to logs) and adds hierarchical-join partitioning using "uniformized sensitivities" to boost utility.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 1884
- Venue
- PODS
- Year
- 2023
- Pagerank
- 4.6282846e-05
- Overall Rank
- 7,865 | 45.34%
- DOI
-
10.1145/3584372.3588665
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
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 |
| 31 |
Provenance Semirings |
2007 |
PODS |
0.00078516827 |
| 83 |
Privacy Integrated Queries: An Extensible Platform for Privacy-Preserving Data Analysis |
2009 |
SIGMOD |
0.00053910987 |
| 451 |
Towards Practical Differential Privacy for SQL Queries |
2018 |
VLDB |
0.00022807098 |
| 742 |
Optimizing Linear Counting Queries Under Differential Privacy |
2010 |
PODS |
0.00017336928 |
| 770 |
Answering Conjunctive Queries under Updates |
2017 |
PODS |
0.0001686092 |
| 872 |
Differentially Private Data Cubes: Optimizing Noise Sources and Consistency |
2011 |
SIGMOD |
0.00015702532 |
| 1,177 |
Recursive Mechanism: Towards Node Differential Privacy and Unrestricted Joins |
2013 |
SIGMOD |
0.00013465351 |
| 1,463 |
No Free Lunch in Data Privacy |
2011 |
SIGMOD |
0.00011856229 |
| 1,607 |
Calibrating Data to Sensitivity in Private Data Analysis: A Platform for Differentially-Private Analysis of Weighted Datasets |
2014 |
VLDB |
0.00011171719 |
| 1,740 |
PrivateSQL: A Differentially Private SQL Query Engine |
2019 |
VLDB |
0.00010696383 |
| 2,278 |
An Adaptive Mechanism for Accurate Query Answering under Differential Privacy |
2012 |
VLDB |
9.1254873e-05 |
| 3,083 |
Computing Local Sensitivities of Counting Queries with Joins |
2020 |
SIGMOD |
7.5985351e-05 |
| 5,499 |
R2T: Instance-optimal Truncation for Differentially Private Query Evaluation with Foreign Keys |
2022 |
SIGMOD |
5.4737427e-05 |
| 7,059 |
Residual Sensitivity for Differentially Private Multi-Way Joins |
2021 |
SIGMOD |
4.8404261e-05 |
| 7,584 |
A Nearly Instance-optimal Differentially Private Mechanism for Conjunctive Queries |
2022 |
PODS |
4.7015411e-05 |
| 8,163 |
Computing Complex Temporal Join Queries Efficiently |
2022 |
SIGMOD |
4.5685178e-05 |
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