Concepedia

Microdata Anonymization

Microdata Anonymization is a data protection technique that belongs to the class of privacy-preserving methods by specifically transforming individual-level data records to prevent the identification of natural persons while preserving the analytical utility of the dataset.

347

Publications

41.9K

Citations

801

Authors

353

Institutions

Publications per year

2017–2026

97

Parents

Publications

347

k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY

Latanya Sweeney · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems · 2002 · 8.5K citations

, , +17

t-Closeness: Privacy Beyond k-Anonymity and l-Diversity

Ninghui Li, Tiancheng Li, Suresh Venkatasubramanian · 2007 · 3.4K citations

, , +16

Protecting respondents identities in microdata release

Pierangela Samarati · IEEE Transactions on Knowledge and Data Engineering · 2001 · 2.3K citations

, , +16

Robust De-anonymization of Large Sparse Datasets

Arvind Narayanan, Vitaly Shmatikov · Proceedings - IEEE Symposium on Security and Privacy/Proceedings of the ... IEEE Symposium on Security and Privacy · 2008 · 2.3K citations

, , +17

Data Privacy through Optimal k-Anonymization

Roberto J. Bayardo, R. Agrawal · 2005 · 1.1K citations

, , +14

1–5 of 347

Authors

801

  1. JD
    Josep Domingo‐Ferrer

    Universitat Rovira i Virgili, Spain

    12 publications · 407 citations

    11

    h-index

  2. HW
    Hua Wang

    Victoria University, Australia

    10 publications · 343 citations

    10

    h-index

  3. JP
    Jerome P. Reiter

    Duke University, United States

    8 publications · 856 citations

    8

    h-index

  4. XX
    Xiaokui Xiao

    Nanyang Technological University, Singapore

    7 publications · 2K citations

    7

    h-index

  5. JP
    Jian Pei

    Simon Fraser University, Canada

    7 publications · 2.2K citations

    7

    h-index

1–5 of 801

Institutions

353

  1. Universitat Rovira i Virgili

    Tarragona, Spain

    16 h-index

    53 publications

    1.9K citations

  2. University of Southern Queensland

    Toowoomba, Australia

    11 h-index

    23 publications

    726 citations

  3. Simon Fraser University

    Burnaby, Canada

    11 h-index

    20 publications

    5.9K citations

  4. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    10 h-index

    17 publications

    3.9K citations

  5. Duke University

    Durham, United States

    8 h-index

    11 publications

    1.1K citations

  6. Purdue University West Lafayette

    West Lafayette, United States

    7 h-index

    15 publications

    9.1K citations

  7. University of South Australia

    Adelaide, Australia

    7 h-index

    7 publications

    202 citations

  8. IBM (United States)

    Armonk, United States

    6 h-index

    6 publications

    186 citations

1–8 of 353

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 14 publications · 3.8K citations

    14

    h-index

  2. Information Sciences

    8 publications · 385 citations

    8

    h-index

  3. arXiv (Cornell University)

    Repository · 6 publications · 351 citations

    6

    h-index

  4. IEEE Access

    5 publications · 216 citations

    5

    h-index

  5. 5

    h-index

1–5