Privacy Preserving Schema and Data Matching
Summary: Privacy-preserving schema and data matching across sources via a third-party protocol; records are mapped to a vector space to hide raw data and schema, sharing only the matching outcome. Experiments show strong precision/recall and scalable performance for cross-source matching. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Monica Scannapieco
- 2. Ilya Figotin
- 3. Elisa Bertino
- 4. Ahmed Elmagarmid
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,772 | Mining Frequent Patterns with Differential Privacy | 2013 | VLDB | 5.3322378e-05 |
| 9,323 | FEAST: A Communication-efficient Federated Feature Selection Framework for Relational Data | 2023 | SIGMOD | 4.3556432e-05 |
| 12,049 | LinkIT: Privacy Preserving Record Linkage and Integration via Transformations | 2013 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 322 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD | 0.00027518768 |
| 1,862 | Information Sharing Across Private Databases | 2003 | SIGMOD | 0.00010286859 |
| 4,170 | Distributed Privacy Preserving Information Sharing | 2005 | VLDB | 6.3899742e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,160 | Database Access Control & Privacy: Is There A Common Ground? | 2011 | CIDR | 4.1945683e-05 |
| 2,682 | Personalized Privacy Preservation | 2006 | SIGMOD | 8.3202837e-05 |
| 6,290 | Putting Context into Schema Matching | 2006 | VLDB | 5.1271647e-05 |
| 11,471 | On Optimizing the Trade-off between Privacy and Utility in Data Provenance | 2021 | SIGMOD | 4.1945683e-05 |
| 1,533 | Example-driven Design of Efficient Record Matching Queries | 2007 | VLDB | 0.00011471971 |
| 916 | On Schema Matching with Opaque Column Names and Data Values | 2003 | SIGMOD | 0.00015379422 |
| 3,381 | Privacy-preserving Anonymization of Set-valued Data | 2008 | VLDB | 7.1604078e-05 |
| 1,862 | Information Sharing Across Private Databases | 2003 | SIGMOD | 0.00010286859 |
| 10,041 | A General Framework for Per-record Differential Privacy | 2026 | SIGMOD | 4.1945683e-05 |
| 10,453 | SecUREmatch: Integrating Clerical Review in Privacy-Preserving Record Linkage | 2025 | SIGMOD | 4.1945683e-05 |