Disclosure-Compliant Query Answering
Summary: Mascara implements flexible disclosure policies via data masking and query rewriting. A relative-entropy utility model selects disclosure-compliant query with minimal information loss, achieving >90% success and sub-300ms overhead. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Rudi Poepsel-Lemaitre (Berlin Institute for the Foundations of Learning and Data; Technical University of Berlin)
- 2. Kaustubh Beedkar (Indian Institute of Technology Delhi)
- 3. Volker Markl (Berlin Institute for the Foundations of Learning and Data; German National Research Center for Information Technology; Technical University of Berlin)
BibTeX Citation
@inproceedings{poepsellemaitre_sigmod24,
title = {{Disclosure-Compliant Query Answering}},
author = {Poepsel-Lemaitre, Rudi and Beedkar, Kaustubh and Markl, Volker},
series = {{SIGMOD} '24},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3698808},
url = {https://dl.acm.org/doi/10.1145/3698808},
year = {2024}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,542 | Aegis: A Correlation-Based Data Masking Advisor for Data-Sharing Ecosystems | 2026 | SIGMOD | 4.9793485e-05 |
| 11,434 | Algorithmic Data Minimization for Machine Learning over Internet-of-Things Data Streams | 2025 | VLDB | 4.9793485e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 24 of 24 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 4,802 | Fast Data Anonymization with Low Information Loss | 2007 | VLDB |
| 2 | 10,852 | Fast and Private Max-Sum Diversification | 2026 | VLDB |
| 3 | 2,126 | An Adaptive Mechanism for Accurate Query Answering under Differential Privacy | 2012 | VLDB |
| 4 | 276 | Towards Practical Differential Privacy for SQL Queries | 2018 | VLDB |
| 5 | 9,779 | Multi-Analyst Differential Privacy for Online Query Answering | 2023 | VLDB |
| 6 | 9,778 | Answering Private Linear Queries Adaptively using the Common Mechanism | 2023 | VLDB |
| 7 | 1,959 | Limiting Disclosure in Hippocratic Databases | 2004 | VLDB |
| 8 | 12,547 | Fine-Grained Disclosure Control for App Ecosystems | 2013 | SIGMOD |
| 9 | 9,137 | Shedding Light on Opaque Application Queries | 2021 | SIGMOD |
| 10 | 14,023 | Mask: A System for Privacy-Preserving Policy-Based Access to Published Content | 2010 | SIGMOD |