Back to papers
Recursive Mechanism: Towards Node Differential Privacy and Unrestricted Joins
Summary: Introduces Recursive Mechanism for differential privacy on aggregates produced by relational algebra queries with unrestricted joins. Defines empirical sensitivity to bound error and enables node-DP subgraph counting for arbitrary subgraphs, surpassing edge-DP limitations.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 4711
- Venue
- SIGMOD
- Year
- 2013
- Pagerank
- 0.00013470212
- Overall Rank
- 1,177 | 91.82%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 24 of 24 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 453 |
Towards Practical Differential Privacy for SQL Queries |
2018 |
VLDB |
0.00022741848 |
| 1,520 |
PrivTree: A Differentially Private Algorithm for Hierarchical Decompositions |
2016 |
SIGMOD |
0.00011535148 |
| 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 |
| 2,226 |
Publishing Graph Degree Distribution with Node Differential Privacy |
2016 |
SIGMOD |
9.2421776e-05 |
| 2,683 |
Private Release of Graph Statistics using Ladder Functions |
2015 |
SIGMOD |
8.315553e-05 |
| 3,104 |
Computing Local Sensitivities of Counting Queries with Joins |
2020 |
SIGMOD |
7.5578613e-05 |
| 4,940 |
Privacy Preserving Subgraph Matching on Large Graphs in Cloud |
2016 |
SIGMOD |
5.8180285e-05 |
| 5,246 |
Utility Cost of Formal Privacy for Releasing National Employer-Employee Statistics |
2017 |
SIGMOD |
5.6063332e-05 |
| 5,491 |
R2T: Instance-optimal Truncation for Differentially Private Query Evaluation with Foreign Keys |
2022 |
SIGMOD |
5.4776364e-05 |
| 5,885 |
Continual Observation of Joins under Differential Privacy |
2024 |
SIGMOD |
5.2880878e-05 |
| 6,410 |
Publishing Attributed Social Graphs with Formal Privacy Guarantees |
2016 |
SIGMOD |
5.0753667e-05 |
| 7,064 |
Residual Sensitivity for Differentially Private Multi-Way Joins |
2021 |
SIGMOD |
4.8450749e-05 |
| 7,439 |
Better than Composition: How to Answer Multiple Relational Queries under Differential Privacy |
2023 |
SIGMOD |
4.7304034e-05 |
| 7,579 |
A Nearly Instance-optimal Differentially Private Mechanism for Conjunctive Queries |
2022 |
PODS |
4.706055e-05 |
| 7,619 |
Budget Sharing for Multi-Analyst Differential Privacy |
2021 |
VLDB |
4.6941145e-05 |
| 7,864 |
Differentially Private Data Release over Multiple Tables |
2023 |
PODS |
4.6327272e-05 |
| 7,940 |
DPGraph: A Benchmark Platform for Differentially Private Graph Analysis |
2021 |
SIGMOD |
4.613363e-05 |
| 7,943 |
Local Dampening: Differential Privacy for Non-numeric Queries via Local Sensitivity |
2021 |
VLDB |
4.613363e-05 |
| 8,873 |
Privacy Amplification by Sampling under User-level Differential Privacy |
2024 |
SIGMOD |
4.4313867e-05 |
| 10,094 |
N2E: A General Framework to Reduce Node-Differential Privacy to Edge-Differential Privacy for Graph Analytics |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,348 |
Fully Dynamic Algorithms for Graph Databases with Edge Differential Privacy |
2025 |
PODS |
4.1945683e-05 |
| 10,992 |
Personalized Truncation for Personalized Privacy |
2024 |
SIGMOD |
4.1945683e-05 |
| 11,164 |
Node-Differentially Private Estimation of the Number of Connected Components |
2023 |
PODS |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Semantically Similar Papers