Back to papers
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
- 4.6327272e-05
- Overall Rank
- 7,864 | 45.30%
- 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 |
0.0007857786 |
| 83 |
Privacy Integrated Queries: An Extensible Platform for Privacy-Preserving Data Analysis |
2009 |
SIGMOD |
0.00053933811 |
| 453 |
Towards Practical Differential Privacy for SQL Queries |
2018 |
VLDB |
0.00022741848 |
| 742 |
Optimizing Linear Counting Queries Under Differential Privacy |
2010 |
PODS |
0.00017360873 |
| 772 |
Answering Conjunctive Queries under Updates |
2017 |
PODS |
0.00016876498 |
| 878 |
Differentially Private Data Cubes: Optimizing Noise Sources and Consistency |
2011 |
SIGMOD |
0.00015702437 |
| 1,177 |
Recursive Mechanism: Towards Node Differential Privacy and Unrestricted Joins |
2013 |
SIGMOD |
0.00013470212 |
| 1,465 |
No Free Lunch in Data Privacy |
2011 |
SIGMOD |
0.00011860847 |
| 1,602 |
Calibrating Data to Sensitivity in Private Data Analysis: A Platform for Differentially-Private Analysis of Weighted Datasets |
2014 |
VLDB |
0.00011199166 |
| 1,738 |
PrivateSQL: A Differentially Private SQL Query Engine |
2019 |
VLDB |
0.00010720057 |
| 2,274 |
An Adaptive Mechanism for Accurate Query Answering under Differential Privacy |
2012 |
VLDB |
9.1297703e-05 |
| 3,104 |
Computing Local Sensitivities of Counting Queries with Joins |
2020 |
SIGMOD |
7.5578613e-05 |
| 5,491 |
R2T: Instance-optimal Truncation for Differentially Private Query Evaluation with Foreign Keys |
2022 |
SIGMOD |
5.4776364e-05 |
| 7,064 |
Residual Sensitivity for Differentially Private Multi-Way Joins |
2021 |
SIGMOD |
4.8450749e-05 |
| 7,579 |
A Nearly Instance-optimal Differentially Private Mechanism for Conjunctive Queries |
2022 |
PODS |
4.706055e-05 |
| 8,159 |
Computing Complex Temporal Join Queries Efficiently |
2022 |
SIGMOD |
4.5729025e-05 |
Semantically Similar Papers