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Marginal Release Under Local Differential Privacy
Summary: Local differential privacy for materializing multidimensional marginals; first tight theoretical bounds on accuracy under LDP. Empirical and theoretical evaluation shows Fourier-based releases beat direct local-marginal methods for modeling and correlation tests.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 5552
- Venue
- SIGMOD
- Year
- 2018
- Pagerank
- 0.00010040732
- Overall Rank
- 1,930 | 86.58%
- DOI
-
10.1145/3183713.3196906
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 18 of 18 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 2,555 |
Answering Multi-Dimensional Analytical Queries under Local Differential Privacy |
2019 |
SIGMOD |
8.5477878e-05 |
| 2,806 |
CryptEpsilon: Crypto-Assisted Differential Privacy on Untrusted Servers |
2020 |
SIGMOD |
8.0911177e-05 |
| 2,899 |
Privacy at Scale: Local Differential Privacy in Practice |
2018 |
SIGMOD |
7.9443198e-05 |
| 3,068 |
Answering Range Queries Under Local Differential Privacy |
2019 |
SIGMOD |
7.6171639e-05 |
| 3,368 |
Answering Multi-Dimensional Range Queries under Local Differential Privacy |
2021 |
VLDB |
7.1714763e-05 |
| 3,399 |
Answering Range Queries Under Local Differential Privacy |
2019 |
VLDB |
7.1408089e-05 |
| 3,433 |
LDP-IDS: Local Differential Privacy for Infinite Data Streams |
2022 |
SIGMOD |
7.0998035e-05 |
| 3,469 |
CGM: An Enhanced Mechanism for Streaming Data Collection with Local Differential Privacy |
2021 |
VLDB |
7.0674518e-05 |
| 5,349 |
PrivLava: Synthesizing Relational Data with Foreign Keys under Differential Privacy |
2023 |
SIGMOD |
5.553869e-05 |
| 7,471 |
A workload-adaptive mechanism for linear queries under local differential privacy |
2020 |
VLDB |
4.7199888e-05 |
| 7,484 |
Privacy Amplification via Shuffling: Unified, Simplified, and Tightened |
2024 |
VLDB |
4.7180617e-05 |
| 8,074 |
Set-valued Data Publication with Local Privacy: Tight Error Bounds and Efficient Mechanisms |
2020 |
VLDB |
4.5918992e-05 |
| 9,285 |
PriPL-Tree: Accurate Range Query for Arbitrary Distribution under Local Differential Privacy |
2024 |
VLDB |
4.3623546e-05 |
| 9,393 |
PrivRM: A Framework for Range Mean Estimation under Local Differential Privacy |
2025 |
SIGMOD |
4.3441378e-05 |
| 10,153 |
Defense against Poisoning Attacks under Shuffle-DP |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,162 |
Enhancing Local Differential Privacy Accuracy by Exploiting Inherent Uncertainty |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,184 |
MTSP-LDP: A Framework for Multi-Task Streaming Data Publication under Local Differential Privacy |
2026 |
SIGMOD |
4.1945683e-05 |
| 11,019 |
AAA: an Adaptive Mechanism for Locally Differentially Private Mean Estimation |
2024 |
VLDB |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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| 11,227 |
On the Risks of Collecting Multidimensional Data Under Local Differential Privacy |
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Answering Range Queries Under Local Differential Privacy |
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7.1408089e-05 |