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Secure Decoupled Linkage (SDLink) system for building a social genome

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Kum, HC; Krishnamurthy, A; Pathak, D; Reiter, MK; Ahalt, S
Published in: Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013
January 1, 2013

Population informatics is the systematic study of populations via secondary analysis of massive data collections about people, called the social genome. A major challenge in building the social genome is the difficulty in data integration of heterogeneous and uncoordinated data while protecting the confidentiality of the data subjects. Here, we present our work in designing a flexible computerized third party linkage platform, Secure Decoupled Linkage (SDLink), which can provide both privacy protection and accurate high quality integrated data using a hybrid human-machine data integration system. Our evaluation results show that chaffing used in combination with universe manipulation is very effective in blocking inferences during the clerical review process. © 2013 IEEE.

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Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013

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Publication Date

January 1, 2013

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7 / 11
 

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Kum, H. C., Krishnamurthy, A., Pathak, D., Reiter, M. K., & Ahalt, S. (2013). Secure Decoupled Linkage (SDLink) system for building a social genome. In Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013 (pp. 7–11). https://doi.org/10.1109/BigData.2013.6691789
Kum, H. C., A. Krishnamurthy, D. Pathak, M. K. Reiter, and S. Ahalt. “Secure Decoupled Linkage (SDLink) system for building a social genome.” In Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013, 7–11, 2013. https://doi.org/10.1109/BigData.2013.6691789.
Kum HC, Krishnamurthy A, Pathak D, Reiter MK, Ahalt S. Secure Decoupled Linkage (SDLink) system for building a social genome. In: Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013. 2013. p. 7–11.
Kum, H. C., et al. “Secure Decoupled Linkage (SDLink) system for building a social genome.” Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013, 2013, pp. 7–11. Scopus, doi:10.1109/BigData.2013.6691789.
Kum HC, Krishnamurthy A, Pathak D, Reiter MK, Ahalt S. Secure Decoupled Linkage (SDLink) system for building a social genome. Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013. 2013. p. 7–11.

Published In

Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013

DOI

Publication Date

January 1, 2013

Start / End Page

7 / 11