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: 3951
Venue: SIGMOD
Year: 2007
Pagerank: 6.4479393e-05
Overall Rank: 4,913 | 66.30%
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
5,538	Mining Frequent Patterns with Differential Privacy	2013	VLDB	6.1819133e-05
9,473	FEAST: A Communication-efficient Federated Feature Selection Framework for Relational Data	2023	SIGMOD	5.2634238e-05
12,247	LinkIT: Privacy Preserving Record Linkage and Integration via Transformations	2013	SIGMOD	5.093636e-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
254	Record Linkage: Similarity Measures and Algorithms	2006	SIGMOD	0.00023199211
1,820	Information Sharing Across Private Databases	2003	SIGMOD	9.6791131e-05
4,531	Distributed Privacy Preserving Information Sharing	2005	VLDB	6.6442189e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	12,356	Database Access Control & Privacy: Is There A Common Ground?	2011	CIDR
2	2,397	Personalized Privacy Preservation	2006	SIGMOD
3	6,252	Putting Context into Schema Matching	2006	VLDB
4	11,668	On Optimizing the Trade-off between Privacy and Utility in Data Provenance	2021	SIGMOD
5	808	On Schema Matching with Opaque Column Names and Data Values	2003	SIGMOD
6	1,560	Example-driven Design of Efficient Record Matching Queries	2007	VLDB
7	3,232	Privacy-preserving Anonymization of Set-valued Data	2008	VLDB
8	1,820	Information Sharing Across Private Databases	2003	SIGMOD
9	10,335	A General Framework for Per-record Differential Privacy	2026	SIGMOD
10	10,734	SecUREmatch: Integrating Clerical Review in Privacy-Preserving Record Linkage	2025	SIGMOD