Concepedia

Private Data Publishing

Private Data Publishing is a methodological framework within the field of data privacy that enables the release of datasets or statistical summaries while formally guaranteeing individual privacy through the incorporation of controlled noise or perturbation mechanisms, typically governed by differential privacy principles.

124

Publications

9K

Citations

338

Authors

166

Institutions

Publications per year

2017–2026

48

Parents

Publications

124

Anatomy: simple and effective privacy preservation

Xiaokui Xiao, Yufei Tao · Very Large Data Bases · 2006 · 646 citations

, , +16

Never Walk Alone: Uncertainty for Anonymity in Moving Objects Databases

Osman Abul, Francesco Bonchi, Mirco Nanni · 2008 · 504 citations

, , +14

Composition attacks and auxiliary information in data privacy

Srivatsava Ranjit Ganta, Shiva Prasad Kasiviswanathan, Adam Smith · 2008 · 400 citations

, , +17

PrivBayes

Jun Zhang, Graham Cormode, Cecilia M. Procopiuc et al. · ACM Transactions on Database Systems · 2017 · 375 citations · Full text

, , +16

Differentially Private Data Publishing and Analysis: A Survey

Tianqing Zhu, Gang Li, Wanlei Zhou et al. · IEEE Transactions on Knowledge and Data Engineering · 2017 · 339 citations · Full text

, , +15

1–5 of 124

Authors

338

  1. RC
    Rui Chen

    Hong Kong Baptist University, Hong Kong SAR China

    11 publications · 1.3K citations

    11

    h-index

  2. NL
    Ninghui Li

    Purdue University West Lafayette, United States

    9 publications · 958 citations

    9

    h-index

  3. BC
    Benjamin C. M. Fung

    McGill University, Canada

    7 publications · 519 citations

    7

    h-index

  4. NM
    Noman Mohammed

    University of Manitoba, Canada

    5 publications · 491 citations

    5

    h-index

  5. XX
    Xiaokui Xiao

    Nanyang Technological University, Singapore

    5 publications · 1.6K citations

    5

    h-index

1–5 of 338

Institutions

166

  1. Purdue University West Lafayette

    West Lafayette, United States

    9 h-index

    22 publications

    2.5K citations

  2. Concordia University

    Montreal, Canada

    8 h-index

    15 publications

    1.9K citations

  3. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    6 h-index

    11 publications

    2.2K citations

  4. Samsung (United States)

    Ridgefield Park, United States

    6 h-index

    8 publications

    447 citations

  5. Deakin University

    Burwood, Australia

    5 h-index

    14 publications

    1.6K citations

  6. University of California San Diego

    San Diego, United States

    4 h-index

    7 publications

    290 citations

  7. Beijing University of Posts and Telecommunications

    Beijing, China

    4 h-index

    14 publications

    503 citations

  8. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    4 h-index

    9 publications

    972 citations

1–8 of 166

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 171 citations

    5

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 4 publications · 489 citations

    4

    h-index

  3. Proceedings of the VLDB Endowment

    PVLDB · 4 publications · 513 citations

    4

    h-index

  4. Knowledge-Based Systems

    3 publications · 181 citations

    3

    h-index

  5. IEEE Transactions on Dependable and Secure Computing

    TDSC · 3 publications · 160 citations

    3

    h-index

1–5