Concepedia

Sensitive Data Anonymization

Sensitive Data Anonymization is a methodological process within open data policy that systematically removes or obfuscates personally identifiable and confidential information from datasets to prevent re-identification, thereby enabling data sharing while preserving individual privacy.

450

Publications

45.1K

Citations

1.1K

Authors

467

Institutions

Publications per year

2017–2026

167

Parents

Publications

450

k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY

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

, , +17

<i>L</i> -diversity

Ashwin Machanavajjhala, Daniel Kifer, Johannes Gehrke et al. · ACM Transactions on Knowledge Discovery from Data · 2007 · 3.6K citations

, , +16

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

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

, , +16

L-diversity: privacy beyond k-anonymity

Ashwin Machanavajjhala, Johannes Gehrke, Daniel Kifer et al. · 2006 · 2.4K citations

, , +17

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

1–5 of 450

Authors

1.1K

  1. BC
    Benjamin C. M. Fung

    McGill University, Canada

    12 publications · 1.3K citations

    12

    h-index

  2. YT
    Yufei Tao

    Chinese University of Hong Kong, Hong Kong SAR China

    8 publications · 1.5K citations

    8

    h-index

  3. XX
    Xiaokui Xiao

    Nanyang Technological University, Singapore

    8 publications · 1.4K citations

    8

    h-index

  4. LX
    Li Xiong

    Emory University, United States

    7 publications · 215 citations

    7

    h-index

  5. DS
    David Sánchez

    Universitat Rovira i Virgili, Spain

    7 publications · 349 citations

    7

    h-index

1–5 of 1.1K

Institutions

467

  1. Universitat Rovira i Virgili

    Tarragona, Spain

    12 h-index

    29 publications

    2K citations

  2. Simon Fraser University

    Burnaby, Canada

    11 h-index

    19 publications

    4.5K citations

  3. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    11 h-index

    26 publications

    4K citations

  4. Concordia University

    Montreal, Canada

    10 h-index

    22 publications

    1.6K citations

  5. Purdue University West Lafayette

    West Lafayette, United States

    9 h-index

    17 publications

    7.3K citations

  6. University of Oxford

    Oxford, United Kingdom

    7 h-index

    11 publications

    383 citations

  7. Emory University

    Atlanta, United States

    7 h-index

    12 publications

    364 citations

  8. University of Southern Queensland

    Toowoomba, Australia

    7 h-index

    13 publications

    923 citations

1–8 of 467

Venues

  1. arXiv (Cornell University)

    Repository · 13 publications · 328 citations

    12

    h-index

  2. Proceedings of the VLDB Endowment

    PVLDB · 10 publications · 728 citations

    10

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 10 publications · 884 citations

    10

    h-index

  4. SSRN Electronic Journal

    Repository · 7 publications · 1.2K citations

    7

    h-index

  5. Knowledge-Based Systems

    6 publications · 283 citations

    6

    h-index

1–5