Randomizing, a Practical Method for Protecting Statistical Databases Against Compromise
Summary: Introduces “randomizing,” a practical inference-protection method for statistical databases that is conceptually simple, inexpensive, and maintenance-free. Unlike conventional sampling-based approaches, it applies uniformly from small and medium-sized to large databases. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ernst Leiss (University of Houston)
BibTeX Citation
@article{leiss_vldb82,
title = {{Randomizing, a Practical Method for Protecting Statistical Databases Against Compromise}},
author = {Leiss, Ernst},
journal = {PVLDB},
series = {{VLDB} '82},
pages = {189},
year = {1982}
}
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 510 | Practical Privacy: The SuLQ Framework | 2005 | PODS | 0.00017220509 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 2,862 | Privacy via Pseudorandom Sketches | 2006 | PODS |
| 2 | 9,485 | Small Domain Randomization: Same Privacy, More Utility | 2010 | VLDB |
| 3 | 1,674 | The Tao of Inference in Privacy-Protected Databases | 2018 | VLDB |
| 4 | 4,559 | Deriving Private Information from Randomized Data | 2005 | SIGMOD |
| 5 | 9,169 | Non-Reversible Privacy Transformations | 1982 | PODS |
| 6 | 218 | Limiting Privacy Breaches in Privacy Preserving Data Mining | 2003 | PODS |
| 7 | 9,001 | Dynamic Anonymization: Accurate Statistical Analysis with Privacy Preservation | 2008 | SIGMOD |
| 8 | 123 | Revealing Information while Preserving Privacy | 2003 | PODS |
| 9 | 12,384 | Randomized Generalization for Aggregate Suppression Over Hidden Web Databases | 2011 | VLDB |
| 10 | 1,081 | A study on the protection of statistical data bases | 1977 | SIGMOD |