Concepedia

Data Privacy

Data Privacy is a foundational principle within information governance that refers to the ethical and legal framework governing the collection, use, disclosure, and protection of personal data to ensure individuals retain control over their information in compliance with regulatory and contextual expectations.

9.6K

Publications

638.1K

Citations

18.5K

Authors

3.8K

Institutions

Publications per year

2017–2026

5.2K

Variants

Information PrivacyPrivacy In Health Data

Parents

Children

Publications

9.6K

k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY

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

, , +17

Federated Machine Learning

Qiang Yang, Yang Liu, Tianjian Chen et al. · ACM Transactions on Intelligent Systems and Technology · 2019 · 5.9K citations

, , +12

Deep Learning with Differential Privacy

Martı́n Abadi, Andy Chu, Ian Goodfellow et al. · 2016 · 5.9K citations · Full text

, , +14

Advances and Open Problems in Federated Learning

Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.7K citations · Full text

, , +14

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

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

, , +16

1–5 of 9.6K

Authors

18.5K

  1. XX
    Xiaokui Xiao

    Nanyang Technological University, Singapore

    35 publications · 5K citations

    28

    h-index

  2. EB
    Elisa Bertino

    Purdue University West Lafayette, United States

    38 publications · 3.8K citations

    28

    h-index

  3. LX
    Li Xiong

    Emory University, United States

    41 publications · 2.2K citations

    26

    h-index

  4. AA
    Alessandro Acquisti

    Carnegie Mellon University, United States

    35 publications · 6.6K citations

    26

    h-index

  5. AM
    Ashwin Machanavajjhala

    Duke University, United States

    38 publications · 5.4K citations

    25

    h-index

1–5 of 18.5K

Institutions

3.8K

  1. Carnegie Mellon University

    Pittsburgh, United States

    64 h-index

    382 publications

    46.8K citations

  2. Purdue University West Lafayette

    West Lafayette, United States

    57 h-index

    232 publications

    27.4K citations

  3. Pennsylvania State University

    State College, United States

    52 h-index

    210 publications

    20.9K citations

  4. National University of Singapore

    Singapore, Singapore

    46 h-index

    172 publications

    16.1K citations

  5. University of California, Berkeley

    Berkeley, United States

    45 h-index

    195 publications

    18.5K citations

  6. Microsoft (United States)

    Redmond, United States

    44 h-index

    104 publications

    16.8K citations

  7. Google (United States)

    Mountain View, United States

    43 h-index

    231 publications

    58.2K citations

  8. Nanyang Technological University

    Singapore, Singapore

    43 h-index

    174 publications

    17K citations

1–8 of 3.8K

Venues

  1. arXiv (Cornell University)

    Repository · 420 publications · 18.9K citations

    65

    h-index

  2. SSRN Electronic Journal

    Repository · 385 publications · 14.4K citations

    57

    h-index

  3. 50

    h-index

  4. Computer law & security review

    106 publications · 6.5K citations

    44

    h-index

  5. IEEE Access

    130 publications · 8.3K citations

    44

    h-index

1–5