Anonymized Data: Generation, Models, Usage
Summary: Unified framework for data anonymization via uncertainty; anonymized data are possible worlds from suppression, generalization, perturbation, or permutation. Links k-anonymity and l-diversity to the possible-world view and applies uncertain-database query evaluation for ad-hoc queries, highlighting new directions. (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. Graham Cormode (AT&T)
- 2. Divesh Srivastava (AT&T)
BibTeX Citation
@inproceedings{cormode_sigmod09,
title = {{Anonymized Data: Generation, Models, Usage}},
author = {Cormode, Graham and Srivastava, Divesh},
series = {{SIGMOD} '09},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/1559845.1559968},
url = {https://dl.acm.org/doi/10.1145/1559845.1559968},
year = {2009}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,666 | Minimizing Minimality and Maximizing Utility: Analyzing Method-based attacks on Anonymized Data | 2010 | VLDB | 5.1453267e-05 |
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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.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 584 | Anatomy: Simple and Effective Privacy Preservation | 2006 | VLDB | 0.00015954725 |
| 1,008 | Towards Identity Anonymization on Graphs | 2008 | SIGMOD | 0.00012551244 |
| 1,367 | Resisting Structural Re-identification in Anonymized Social Networks | 2008 | VLDB | 0.00010911008 |
| 2,486 | Anonymizing Bipartite Graph Data using Safe Groupings | 2008 | VLDB | 8.3991285e-05 |
| 2,562 | Foundations of Probabilistic Answers to Queries | 2005 | SIGMOD | 8.297533e-05 |
| 3,293 | Privacy-preserving Anonymization of Set-valued Data | 2008 | VLDB | 7.4490004e-05 |
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