Concepedia

T-closeness

T-Closeness is a privacy-preserving data anonymization model that extends l-diversity by requiring that the distribution of sensitive attribute values within any equivalence class is statistically close to the distribution in the overall dataset, differing by no more than a threshold t, thereby mitigating re-identification and attribute disclosure risks.

35

Publications

4.9K

Citations

91

Authors

45

Institutions

Publications per year

2017–2026

11

Parents

Publications

35

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

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

, , +16

Closeness: A New Privacy Measure for Data Publishing

Ninghui Li, Tiancheng Li, Suresh Venkatasubramanian · IEEE Transactions on Knowledge and Data Engineering · 2009 · 203 citations

, , +16

From t-Closeness-Like Privacy to Postrandomization via Information Theory

David Rebollo‐Monedero, Jordi Forné, Josep Domingo‐Ferrer · IEEE Transactions on Knowledge and Data Engineering · 2009 · 192 citations · Full text

, , +14

A Critique of k-Anonymity and Some of Its Enhancements

Vicenç Torra · 2008 · 153 citations

, , +16

t-Closeness through Microaggregation: Strict Privacy with Enhanced Utility Preservation

IEEE Transactions on Knowledge and Data Engineering · 2015 · 91 citations · Full text

, , +17

1–5 of 35

Authors

91

  1. JD
    Josep Domingo‐Ferrer

    Universitat Rovira i Virgili, Spain

    4 publications · 329 citations

    4

    h-index

  2. JS
    Jordi Soria-Comas

    Universitat Rovira i Virgili, Spain

    3 publications · 137 citations

    3

    h-index

  3. UP
    Udai Pratap Rao

    Sardar Vallabhbhai National Institute of Technology Surat, India

    1 publications · 13 citations

    2

    h-index

  4. RG
    Ruchika Gupta

    Chandigarh University, India

    1 publications · 13 citations

    2

    h-index

  5. AO
    Akihiko Ohsuga

    University of Electro-Communications, Japan

    2 publications · 114 citations

    2

    h-index

1–5 of 91

Institutions

45

  1. Universitat Rovira i Virgili

    Tarragona, Spain

    6 h-index

    14 publications

    1K citations

  2. Purdue University West Lafayette

    West Lafayette, United States

    2 h-index

    4 publications

    7.1K citations

  3. Universitat Politècnica de Catalunya

    Barcelona, Spain

    2 h-index

    5 publications

    426 citations

  4. Sardar Vallabhbhai National Institute of Technology Surat

    Surat, India

    2 h-index

    1 publications

    13 citations

  5. University of Electro-Communications

    Tokyo, Japan

    2 h-index

    6 publications

    274 citations

  6. Chandigarh University

    Mohali, India

    2 h-index

    1 publications

    13 citations

  7. AT&T (United States)

    Bedminster, United States

    2 h-index

    2 publications

    3.4K citations

  8. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    2 publications

    143 citations

1–8 of 45

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 3 publications · 486 citations

    3

    h-index

  2. ACM Transactions on Knowledge Discovery from Data

    TKDD · 1 publications · 84 citations

    1

    h-index

  3. Journal of Medical Internet Research

    1 publications · 17 citations

    1

    h-index

  4. Journal of Computer Science and Technology

    1 publications · 47 citations

    1

    h-index

  5. IEEE Transactions on Dependable and Secure Computing

    TDSC · 1 publications · 91 citations

    1

    h-index

1–5