Privacy Skyline: Privacy with Multidimensional Adversarial Knowledge
Summary: General framework for privacy with external knowledge; introduces a multidimensional adversary knowledge model. A more intuitive, flexible multidimensional privacy criterion; enables faster disclosure measurement and data sanitization. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,404 | Attacks on Privacy and deFinetti's Theorem | 2009 | SIGMOD | 8.8736984e-05 |
| 8,348 | Privacy-MaxEnt: Integrating Background Knowledge in Privacy Quantification | 2008 | SIGMOD | 4.5343355e-05 |
| 8,429 | Data Publishing against Realistic Adversaries | 2009 | VLDB | 4.5089326e-05 |
| 8,761 | I/O-Efficient Planar Range Skyline and Attrition Priority Queues | 2013 | PODS | 4.4520434e-05 |
| 8,791 | Dynamic Anonymization: Accurate Statistical Analysis with Privacy Preservation | 2008 | SIGMOD | 4.4459403e-05 |
| 9,167 | Computing All Skyline Probabilities for Uncertain Data | 2009 | PODS | 4.380727e-05 |
| 9,341 | Small Domain Randomization: Same Privacy, More Utility | 2010 | VLDB | 4.351469e-05 |
| 9,343 | Preservation of Proximity Privacy in Publishing Numerical Sensitive Data | 2008 | SIGMOD | 4.351469e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 458 | Incognito: Efficient Full-Domain K-Anonymity | 2005 | SIGMOD | 0.00022698513 |
| 654 | Anatomy: Simple and Effective Privacy Preservation | 2006 | VLDB | 0.00018594644 |
| 1,082 | A Formal Analysis of Information Disclosure in Data Exchange | 2004 | SIGMOD | 0.00014196516 |
| 1,639 | Injecting Utility into Anonymized Datasets | 2006 | SIGMOD | 0.00011049413 |
| 2,656 | Personalized Privacy Preservation | 2006 | SIGMOD | 8.3636527e-05 |
| 3,786 | Checking for k-Anonymity Violation by Views | 2005 | VLDB | 6.7652896e-05 |
| 4,569 | On the Efficiency of Checking Perfect Privacy | 2006 | PODS | 6.0721066e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,041 | A General Framework for Per-record Differential Privacy | 2026 | SIGMOD | 4.1905499e-05 |
| 3,306 | Plausible Deniability for Privacy-Preserving Data Synthesis | 2017 | VLDB | 7.2411112e-05 |
| 1,760 | The Boundary Between Privacy and Utility in Data Publishing | 2007 | VLDB | 0.00010641674 |
| 8,934 | Privacy Preservation by Disassociation | 2012 | VLDB | 4.4229886e-05 |
| 3,382 | Privacy-preserving Anonymization of Set-valued Data | 2008 | VLDB | 7.1538038e-05 |
| 6,480 | Differential Privacy in Data Publication and Analysis | 2012 | SIGMOD | 5.0396886e-05 |
| 2,656 | Personalized Privacy Preservation | 2006 | SIGMOD | 8.3636527e-05 |
| 1,382 | Minimality Attack in Privacy Preserving Data Publishing | 2007 | VLDB | 0.00012270633 |
| 8,348 | Privacy-MaxEnt: Integrating Background Knowledge in Privacy Quantification | 2008 | SIGMOD | 4.5343355e-05 |
| 8,429 | Data Publishing against Realistic Adversaries | 2009 | VLDB | 4.5089326e-05 |