Hiding the Presence of Individuals from Shared Databases
Summary: Delta-presence, a metric tying anonymization quality to the risk of confirming an individual's presence in shared data. Shows existing anonymization fails under delta-presence and proposes bounds-enforcing algorithms; validated on real data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,349 | Class-based graph anonymization for social network data | 2009 | VLDB | 6.2647606e-05 |
| 8,312 | Privacy Preserving Serial Data Publishing By Role Composition | 2008 | VLDB | 4.5435639e-05 |
| 8,794 | Dynamic Anonymization: Accurate Statistical Analysis with Privacy Preservation | 2008 | SIGMOD | 4.4502028e-05 |
| 9,338 | Preservation of Proximity Privacy in Publishing Numerical Sensitive Data | 2008 | SIGMOD | 4.3556432e-05 |
| 10,046 | Aegis: A Correlation-Based Data Masking Advisor for Data-Sharing Ecosystems | 2026 | SIGMOD | 4.1945683e-05 |
| 12,130 | Publishing Microdata with a Robust Privacy Guarantee | 2012 | VLDB | 4.1945683e-05 |
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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.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 455 | Incognito: Efficient Full-Domain K-Anonymity | 2005 | SIGMOD | 0.00022717354 |
| 654 | Anatomy: Simple and Effective Privacy Preservation | 2006 | VLDB | 0.00018613167 |
| 1,735 | On k-Anonymity and the Curse of Dimensionality | 2005 | VLDB | 0.00010723402 |
| 2,815 | Achieving Anonymity via Clustering | 2006 | PODS | 8.0702535e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,301 | Privacy Preservation of Aggregates in Hidden Databases: Why and How? | 2009 | SIGMOD | 4.1945683e-05 |
| 1,571 | Resisting Structural Re-identification in Anonymized Social Networks | 2008 | VLDB | 0.00011318916 |
| 12,616 | Privacy in Data Systems | 2003 | PODS | 4.1945683e-05 |
| 2,682 | Personalized Privacy Preservation | 2006 | SIGMOD | 8.3202837e-05 |
| 3,381 | Privacy-preserving Anonymization of Set-valued Data | 2008 | VLDB | 7.1604078e-05 |
| 1,761 | The Boundary Between Privacy and Utility in Data Publishing | 2007 | VLDB | 0.00010651764 |
| 2,815 | Achieving Anonymity via Clustering | 2006 | PODS | 8.0702535e-05 |
| 8,794 | Dynamic Anonymization: Accurate Statistical Analysis with Privacy Preservation | 2008 | SIGMOD | 4.4502028e-05 |
| 455 | Incognito: Efficient Full-Domain K-Anonymity | 2005 | SIGMOD | 0.00022717354 |
| 8,930 | Privacy Preservation by Disassociation | 2012 | VLDB | 4.427232e-05 |