Blocking-Aware private record linkage

Ali Allawati; Dongwon Lee; Patrick McDaniel

doi:10.1145/1077501.1077513

Blocking-Aware private record linkage

Ali Allawati, Dongwon Lee, Patrick McDaniel

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

69 Scopus citations

Abstract

In this paper, the problem of quickly matching records (i.e., record linkage problem) from two autonomous sources without revealing privacy to the other parties is considered. In particular, our focus is to devise secure blocking scheme to improve the performance of record linkage significantly while being secure. Although there have been works on private record linkage, none has considered adopting the blocking framework. Therefore, our proposed blocking-Aware private record linkage can perform large-scale record linkage without revealing privacy. Preliminary experimental results showing the potential of the proposal are reported.

Original language	English (US)
Title of host publication	Proceedings of the 2nd International Workshop on Information Quality in Information Systems, IQIS 2005
Publisher	Association for Computing Machinery, Inc
Pages	59-68
Number of pages	10
ISBN (Electronic)	1595931600, 9781595931603
DOIs	https://doi.org/10.1145/1077501.1077513
State	Published - Jun 17 2005
Event	2nd International Workshop on Information Quality in Information Systems, IQIS 2005 - Baltimore, United States Duration: Jun 17 2005 → …

Publication series

Name	Proceedings of the 2nd International Workshop on Information Quality in Information Systems, IQIS 2005

Other

Other	2nd International Workshop on Information Quality in Information Systems, IQIS 2005
Country/Territory	United States
City	Baltimore
Period	6/17/05 → …

All Science Journal Classification (ASJC) codes

Information Systems

Access to Document

10.1145/1077501.1077513

Cite this

Allawati, A., Lee, D., & McDaniel, P. (2005). Blocking-Aware private record linkage. In Proceedings of the 2nd International Workshop on Information Quality in Information Systems, IQIS 2005 (pp. 59-68). (Proceedings of the 2nd International Workshop on Information Quality in Information Systems, IQIS 2005). Association for Computing Machinery, Inc. https://doi.org/10.1145/1077501.1077513

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author = "Ali Allawati and Dongwon Lee and Patrick McDaniel",

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Allawati, A, Lee, D & McDaniel, P 2005, Blocking-Aware private record linkage. in Proceedings of the 2nd International Workshop on Information Quality in Information Systems, IQIS 2005. Proceedings of the 2nd International Workshop on Information Quality in Information Systems, IQIS 2005, Association for Computing Machinery, Inc, pp. 59-68, 2nd International Workshop on Information Quality in Information Systems, IQIS 2005, Baltimore, United States, 6/17/05. https://doi.org/10.1145/1077501.1077513

Blocking-Aware private record linkage. / Allawati, Ali; Lee, Dongwon ; McDaniel, Patrick.
Proceedings of the 2nd International Workshop on Information Quality in Information Systems, IQIS 2005. Association for Computing Machinery, Inc, 2005. p. 59-68 (Proceedings of the 2nd International Workshop on Information Quality in Information Systems, IQIS 2005).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AB - In this paper, the problem of quickly matching records (i.e., record linkage problem) from two autonomous sources without revealing privacy to the other parties is considered. In particular, our focus is to devise secure blocking scheme to improve the performance of record linkage significantly while being secure. Although there have been works on private record linkage, none has considered adopting the blocking framework. Therefore, our proposed blocking-Aware private record linkage can perform large-scale record linkage without revealing privacy. Preliminary experimental results showing the potential of the proposal are reported.

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Blocking-Aware private record linkage

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All Science Journal Classification (ASJC) codes

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