Concepedia

Anonymization For Graph Data

Anonymization for Graph Data is a data protection methodology that transforms graph-structured datasets by modifying their topological and attribute features to prevent the re-identification of individuals while preserving utility for analytical tasks.

123

Publications

8.1K

Citations

319

Authors

152

Institutions

Publications per year

2017–2026

42

Parents

Publications

123

Towards identity anonymization on graphs

Kun Liu, Evimaria Terzi · 2008 · 782 citations

, , +17

A brief survey on anonymization techniques for privacy preserving publishing of social network data

Bin Zhou, Jian Pei, Wo-Shun Luk · ACM SIGKDD Explorations Newsletter · 2008 · 419 citations

, , +16

K-isomorphism

James Cheng, Ada Wai-Chee Fu, Jia Liu · 2010 · 342 citations

, , +16

Anonymization Techniques for Privacy Preserving Data Publishing: A Comprehensive Survey

Abdul Majeed, Sungchang Lee · IEEE Access · 2020 · 272 citations · Full text

, , +14

Sharing graphs using differentially private graph models

Alessandra Sala, Xiaohan Zhao, Christo Wilson et al. · 2011 · 246 citations

, , +15

1–5 of 123

Authors

319

  1. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    9 publications · 442 citations

    9

    h-index

  2. SJ
    Shouling Ji

    Zhejiang University, China

    5 publications · 312 citations

    5

    h-index

  3. JC
    Jordi Casas-Roma

    Universitat Oberta de Catalunya, Spain

    5 publications · 172 citations

    5

    h-index

  4. RB
    Raheem Beyah

    Georgia Institute of Technology, United States

    5 publications · 312 citations

    5

    h-index

  5. FL
    Feng Li

    Indiana University – Purdue University Indianapolis, United States

    5 publications · 112 citations

    5

    h-index

1–5 of 319

Institutions

152

  1. University of Illinois Chicago

    Chicago, United States

    8 h-index

    11 publications

    500 citations

  2. Indiana University – Purdue University Indianapolis

    Indianapolis, United States

    7 h-index

    13 publications

    527 citations

  3. Georgia Institute of Technology

    Atlanta, United States

    6 h-index

    16 publications

    826 citations

  4. Rutgers, The State University of New Jersey

    New Brunswick, United States

    6 h-index

    15 publications

    798 citations

  5. University of Victoria

    Victoria, Canada

    5 h-index

    18 publications

    796 citations

  6. University of California, Santa Barbara

    Santa Barbara, United States

    5 h-index

    21 publications

    2.7K citations

  7. Universitat Oberta de Catalunya

    Barcelona, Spain

    5 h-index

    6 publications

    187 citations

  8. North Carolina State University

    Raleigh, United States

    4 h-index

    7 publications

    840 citations

1–8 of 152

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 5 publications · 142 citations

    5

    h-index

  2. IEEE Access

    5 publications · 367 citations

    5

    h-index

  3. arXiv (Cornell University)

    Repository · 4 publications · 82 citations

    4

    h-index

  4. Knowledge and Information Systems

    4 publications · 129 citations

    4

    h-index

  5. Social Network Analysis and Mining

    3 publications · 91 citations

    3

    h-index

1–5