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)

Paper ID: h2641569f6a572c6e
Venue: SIGMOD
Year: 2007
Pagerank: 6.3032648e-05
Overall Rank: 5,037 | 66.14%
DOI: 10.1145/1247480.1247553

Incoming Non-self Citations Over Time

Authors

1. Monica Scannapieco (Italian National Institute of Statistics; Sapienza University)
2. Ilya Figotin (Purdue University)
3. Elisa Bertino (Purdue University)
4. Ahmed Elmagarmid (Purdue University)

BibTeX Citation

@inproceedings{scannapieco_sigmod07,
        title = {{Privacy Preserving Schema and Data Matching}},
        author = {Scannapieco, Monica and Figotin, Ilya and Bertino, Elisa and Elmagarmid, Ahmed},
        series = {{SIGMOD} '07},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1247480.1247553},
        url = {https://dl.acm.org/doi/10.1145/1247480.1247553},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,673	Mining Frequent Patterns with Differential Privacy	2013	VLDB	6.0432078e-05
9,654	FEAST: A Communication-efficient Federated Feature Selection Framework for Relational Data	2023	SIGMOD	5.1453267e-05
12,538	LinkIT: Privacy Preserving Record Linkage and Integration via Transformations	2013	SIGMOD	4.9793485e-05

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
262	Record Linkage: Similarity Measures and Algorithms	2006	SIGMOD	0.00022821392
1,872	Information Sharing Across Private Databases	2003	SIGMOD	9.4632771e-05
4,629	Distributed Privacy Preserving Information Sharing	2005	VLDB	6.4954333e-05

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1	12,647	Database Access Control & Privacy: Is There A Common Ground?	2011	CIDR
2	2,453	Personalized Privacy Preservation	2006	SIGMOD
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4	11,975	On Optimizing the Trade-off between Privacy and Utility in Data Provenance	2021	SIGMOD
5	1,581	Example-driven Design of Efficient Record Matching Queries	2007	VLDB
6	822	On Schema Matching with Opaque Column Names and Data Values	2003	SIGMOD
7	3,293	Privacy-preserving Anonymization of Set-valued Data	2008	VLDB
8	1,872	Information Sharing Across Private Databases	2003	SIGMOD
9	10,539	A General Framework for Per-record Differential Privacy	2026	SIGMOD
10	11,162	SecUREmatch: Integrating Clerical Review in Privacy-Preserving Record Linkage	2025	SIGMOD