TIAMAT: a Tool for Interactive Analysis of Microdata Anonymization Techniques
Summary: TIAMAT provides interactive analysis of microdata anonymization techniques, enabling publishers to assess accuracy and overhead. It offers head-to-head technique comparisons, QID-change impact analysis, multiple information-loss metrics, and DB-engine compatibility for practical method selection. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Chenyun Dai
- 2. Gabriel Ghinita
- 3. Elisa Bertino
- 4. Ji-Won Byun
- 5. Ninghui Li
Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 633 | m-Invariance: Towards Privacy Preserving Re-publication of Dynamic Datasets | 2007 | SIGMOD | 0.00018881387 |
| 4,981 | Fast Data Anonymization with Low Information Loss | 2007 | VLDB | 5.7823243e-05 |
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| 458 | Incognito: Efficient Full-Domain K-Anonymity | 2005 | SIGMOD | 0.00022698513 |
| 2,656 | Personalized Privacy Preservation | 2006 | SIGMOD | 8.3636527e-05 |
| 12,138 | Publishing Microdata with a Robust Privacy Guarantee | 2012 | VLDB | 4.1905499e-05 |
| 2,822 | Achieving Anonymity via Clustering | 2006 | PODS | 8.0624025e-05 |
| 3,382 | Privacy-preserving Anonymization of Set-valued Data | 2008 | VLDB | 7.1538038e-05 |
| 8,934 | Privacy Preservation by Disassociation | 2012 | VLDB | 4.4229886e-05 |
| 8,791 | Dynamic Anonymization: Accurate Statistical Analysis with Privacy Preservation | 2008 | SIGMOD | 4.4459403e-05 |
| 12,351 | Distribution-based Microdata Anonymization | 2009 | VLDB | 4.1905499e-05 |
| 4,981 | Fast Data Anonymization with Low Information Loss | 2007 | VLDB | 5.7823243e-05 |
| 12,322 | Interactive Anonymization of Sensitive Data | 2009 | SIGMOD | 4.1905499e-05 |