Randomized Generalization for Aggregate Suppression Over Hidden Web Databases
Summary: Proposes randomized generalization to suppress SUM and COUNT queries over hidden web databases with form-like interfaces. Provides rigid aggregate-suppression guarantees against attacks estimating sums without uniform sampling, supported by theory and extensive experiments. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Xin Jin (George Washington University)
- 2. Nan Zhang (George Washington University)
- 3. Aditya Mone (University of Texas)
- 4. Gautam Das (University of Texas)
BibTeX Citation
@article{jin_vldb11,
title = {{Randomized Generalization for Aggregate Suppression Over Hidden Web Databases}},
author = {Jin, Xin and Zhang, Nan and Mone, Aditya and Das, Gautam},
journal = {PVLDB},
series = {{VLDB} '11},
volume = {4},
number = {11},
doi = {10.14778/3402707.3402745},
url = {https://doi.org/10.14778/3402707.3402745},
year = {2011}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,600 | Aggregate Suppression for Enterprise Search Engines | 2012 | SIGMOD | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 68 | Privacy-Preserving Data Mining | 2000 | SIGMOD | 0.00037958605 |
| 348 | Crawling the Hidden Web | 2001 | VLDB | 0.00020262145 |
| 1,749 | Clustering Categorical Data: An Approach Based on Dynamical Systems | 1998 | VLDB | 9.7329666e-05 |
| 1,872 | Information Sharing Across Private Databases | 2003 | SIGMOD | 9.4632771e-05 |
| 2,449 | Simulatable Auditing | 2005 | PODS | 8.4490697e-05 |
| 2,736 | Mining Search Engine Query Logs via Suggestion Sampling | 2008 | VLDB | 8.0758355e-05 |
| 8,833 | Unbiased Estimation of Size and Other Aggregates Over Hidden Web Databases | 2010 | SIGMOD | 5.267646e-05 |
| 9,857 | Attribute Domain Discovery for Hidden Web Databases | 2011 | SIGMOD | 5.1185704e-05 |
| 12,785 | Privacy Preservation of Aggregates in Hidden Databases: Why and How? | 2009 | SIGMOD | 4.9793485e-05 |
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