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Relationship Privacy: Output Perturbation for Queries with Joins
Summary: Output-perturbation for join queries on relationship data that reduces worst-case error from polynomial in n to polylogarithmic. Relaxes differential privacy to adversarial privacy, characterizing epsilon-indistinguishability for a class of bounded-prior adversaries.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 1482
- Venue
- PODS
- Year
- 2009
- Pagerank
- 0.00021491332
- Overall Rank
- 505 | 96.49%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 15 of 15 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 642 |
Private Analysis of Graph Structure |
2011 |
VLDB |
0.00018755196 |
| 715 |
Differentially Private Aggregation of Distributed Time-Series with Transformation and Encryption |
2010 |
SIGMOD |
0.00017725693 |
| 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 |
| 2,683 |
Private Release of Graph Statistics using Ladder Functions |
2015 |
SIGMOD |
8.315553e-05 |
| 3,172 |
Bayesian Differential Privacy on Correlated Data |
2015 |
SIGMOD |
7.4411955e-05 |
| 4,189 |
Towards an Axiomatization of Statistical Privacy and Utility |
2010 |
PODS |
6.3743594e-05 |
| 4,472 |
A Rigorous and Customizable Framework for Privacy |
2012 |
PODS |
6.1543113e-05 |
| 4,794 |
Optimal Random Perturbation at Multiple Privacy Levels |
2009 |
VLDB |
5.9161511e-05 |
| 6,185 |
Privacy-Aware Data Management in Information Networks |
2011 |
SIGMOD |
5.1666285e-05 |
| 6,515 |
Provenance Views for Module Privacy |
2011 |
PODS |
5.0321577e-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 |
| 7,940 |
DPGraph: A Benchmark Platform for Differentially Private Graph Analysis |
2021 |
SIGMOD |
4.613363e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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| 3,104 |
Computing Local Sensitivities of Counting Queries with Joins |
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| 10,992 |
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2023 |
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| 7,579 |
A Nearly Instance-optimal Differentially Private Mechanism for Conjunctive Queries |
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PODS |
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| 1,935 |
A Data- and Workload-Aware Algorithm for Range Queries Under Differential Privacy |
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| 7,439 |
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2023 |
SIGMOD |
4.7304034e-05 |
| 1,177 |
Recursive Mechanism: Towards Node Differential Privacy and Unrestricted Joins |
2013 |
SIGMOD |
0.00013470212 |
| 5,885 |
Continual Observation of Joins under Differential Privacy |
2024 |
SIGMOD |
5.2880878e-05 |
| 7,064 |
Residual Sensitivity for Differentially Private Multi-Way Joins |
2021 |
SIGMOD |
4.8450749e-05 |
| 3,760 |
Output Perturbation with Query Relaxation |
2008 |
VLDB |
6.7805033e-05 |