Concepedia

Data Anonymization

Data Anonymization is a data protection technique that belongs to the category of privacy-preserving methods, distinguished by its purpose of irreversibly removing or altering personally identifiable information to prevent the identification of individuals in health information systems.

5.1K

Publications

352.5K

Citations

11.4K

Authors

2.7K

Institutions

Publications per year

2017–2026

2.3K

Parents

Children

Publications

5.1K

k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY

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

, , +17

Membership Inference Attacks Against Machine Learning Models

Reza Shokri, Marco Stronati, Congzheng Song et al. · 2017 · 4.2K 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

Privacy-preserving data mining

Rakesh Agrawal, Ramakrishnan Srikant · ACM SIGMOD Record · 2000 · 3K citations

, , +15

1–5 of 5.1K

Authors

11.4K

  1. BM
    Bradley Malin

    Vanderbilt University, United States

    49 publications · 3.9K citations

    33

    h-index

  2. XX
    Xiaokui Xiao

    Nanyang Technological University, Singapore

    37 publications · 5.4K citations

    31

    h-index

  3. LX
    Li Xiong

    Emory University, United States

    41 publications · 2.4K citations

    27

    h-index

  4. EB
    Elisa Bertino

    Purdue University West Lafayette, United States

    36 publications · 3K citations

    27

    h-index

  5. BC
    Benjamin C. M. Fung

    McGill University, Canada

    39 publications · 4K citations

    26

    h-index

1–5 of 11.4K

Institutions

2.7K

  1. Purdue University West Lafayette

    West Lafayette, United States

    55 h-index

    217 publications

    25.9K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    40 h-index

    130 publications

    26.2K citations

  3. Cornell University

    Ithaca, United States

    37 h-index

    108 publications

    57.5K citations

  4. Xidian University

    Xi'an, China

    36 h-index

    217 publications

    12.3K citations

  5. Pennsylvania State University

    State College, United States

    34 h-index

    89 publications

    10K citations

  6. Nanyang Technological University

    Singapore, Singapore

    34 h-index

    88 publications

    8.1K citations

  7. Universitat Rovira i Virgili

    Tarragona, Spain

    33 h-index

    151 publications

    7.5K citations

  8. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    32 h-index

    75 publications

    8.7K citations

1–8 of 2.7K

Venues

  1. Proceedings of the VLDB Endowment

    PVLDB · 67 publications · 7.7K citations

    47

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 85 publications · 10.4K citations

    45

    h-index

  3. arXiv (Cornell University)

    Repository · 195 publications · 7.7K citations

    42

    h-index

  4. IEEE Access

    108 publications · 5K citations

    38

    h-index

  5. 35

    h-index

1–5