Concepedia

Anonymization Algorithms

Anonymization Algorithms is a computational method that belongs to the class of data privacy techniques by transforming personal or sensitive data in such a way that individuals cannot be readily identified, thereby enabling data utility while safeguarding privacy.

693

Publications

48.2K

Citations

1.7K

Authors

654

Institutions

Publications per year

2017–2026

235

Variants

Anonymization Algorithm

Parents

Publications

693

<i>L</i> -diversity

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

ACHIEVING k-ANONYMITY PRIVACY PROTECTION USING GENERALIZATION AND SUPPRESSION

Latanya Sweeney · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems · 2002 · 2K citations

, , +16

De-anonymizing Social Networks

Arvind Narayanan, Vitaly Shmatikov · 2009 · 1.3K citations · Full text

, , +17

Data Privacy through Optimal k-Anonymization

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

, , +14

1–5 of 693

Authors

1.7K

  1. GL
    Grigorios Loukides

    Cardiff University, United Kingdom

    13 publications · 452 citations

    13

    h-index

  2. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    13 publications · 1.3K citations

    12

    h-index

  3. AG
    Aris Gkoulalas-Divanis

    IBM (United States), United States

    12 publications · 399 citations

    12

    h-index

  4. TT
    Tamir Tassa

    Open University of Israel, Israel

    11 publications · 809 citations

    11

    h-index

  5. JP
    Jian Pei

    Simon Fraser University, Canada

    10 publications · 2.4K citations

    10

    h-index

1–5 of 1.7K

Institutions

654

  1. Purdue University West Lafayette

    West Lafayette, United States

    19 h-index

    36 publications

    3.6K citations

  2. Simon Fraser University

    Burnaby, Canada

    16 h-index

    30 publications

    7K citations

  3. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    15 h-index

    25 publications

    4.2K citations

  4. Universitat Rovira i Virgili

    Tarragona, Spain

    14 h-index

    28 publications

    1.1K citations

  5. Georgia Institute of Technology

    Atlanta, United States

    13 h-index

    33 publications

    3K citations

  6. National University of Singapore

    Singapore, Singapore

    12 h-index

    27 publications

    1.9K citations

  7. IBM (United States)

    Armonk, United States

    12 h-index

    15 publications

    2K citations

  8. Technical University of Munich

    Munich, Germany

    12 h-index

    33 publications

    1.7K citations

1–8 of 654

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 27 publications · 1.9K citations

    23

    h-index

  2. arXiv (Cornell University)

    Repository · 19 publications · 604 citations

    14

    h-index

  3. IEEE Access

    16 publications · 1K citations

    14

    h-index

  4. Knowledge and Information Systems

    11 publications · 557 citations

    11

    h-index

  5. Procedia Computer Science

    9 publications · 153 citations

    9

    h-index

1–5