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Information Loss Measures

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Recommended Reading

  1. Domingo-Ferrer J, Mateo-Sanz JM, Torra V. Comparing SDC methods for microdata on the basis of information loss and disclosure risk. In: Proceedings of the Joint Conferences on New Techniques and Technologies for Statistics and Exchange of Technology and Know-How; 2001. p. 807–26.

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  2. Domingo-Ferrer J, Torra V, et al. Disclosure protection methods and information loss for microdata. In: Doyle P, Lane JI, Theeuwes JJM, Zayatz L, editors. Confidentiality, disclosure and data access: theory and practical applications for statistical agencies. Amsterdam: Elsevier; 2001. p. 91–110.

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  3. Mateo-Sanz JM, Domingo-Ferrer J, Sebé F. Probabilistic information loss measures in confidentiality protection of continuous microdata. Data Min Knowl Discov. 2005;11(2):181–93.

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  4. Winkler WE. Re-identification methods for evaluating the confidentiality of analytically valid microdata. Res Off Stat. 1998;1(2):50–69.

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Author information

Authors and Affiliations

  1. Universitat Rovira i Virgili, Tarragona, Catalonia, Spain

    Josep Domingo-Ferrer

Authors
  1. Josep Domingo-Ferrer
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Correspondence to Josep Domingo-Ferrer .

Editor information

Editors and Affiliations

  1. Georgia Institute of Technology College of Computing, Atlanta, GA, USA

    Ling Liu

  2. University of Waterloo School of Computer Science, Waterloo, ON, Canada

    M. Tamer Özsu

Section Editor information

  1. DiSTA, Univ. of Insubria, Varese, Italy

    Elena Ferrari

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Domingo-Ferrer, J. (2018). Information Loss Measures. In: Liu, L., Özsu, M.T. (eds) Encyclopedia of Database Systems. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-8265-9_1505

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