Concepedia

Privacy-preserving Data Analytics

Privacy-Preserving Data Analytics is a computational framework that enables the extraction of meaningful patterns and insights from mobile health data while ensuring individual privacy through techniques such as data anonymization, encryption, or differential privacy to prevent unauthorized re-identification and data leakage.

236

Publications

17.2K

Citations

946

Authors

380

Institutions

Publications per year

2017–2026

133

Parents

Publications

236

Privacy-Preserving Deep Learning via Additively Homomorphic Encryption

Le Trieu Phong, Yoshinori Aono, Takuya Hayashi et al. · IEEE Transactions on Information Forensics and Security · 2017 · 1.6K citations

, , +17

Privacy integrated queries

Frank McSherry · 2009 · 1.1K citations

, , +17

Tools for privacy preserving distributed data mining

Chris Clifton, Murat Kantarcıoğlu, Jaideep Vaidya et al. · ACM SIGKDD Explorations Newsletter · 2002 · 890 citations

, , +17

State-of-the-art in privacy preserving data mining

Vassilios S. Verykios, Elisa Bertino, Igor Nai Fovino et al. · ACM SIGMOD Record · 2004 · 813 citations

, , +17

Big healthcare data: preserving security and privacy

Karim Abouelmehdi, Abderrahim Beni-Hessane, Hayat Khaloufi · Journal Of Big Data · 2018 · 732 citations · Full text

, , +17

1–5 of 236

Authors

946

  1. BM
    Bradley Malin

    Vanderbilt University, United States

    5 publications · 146 citations

    5

    h-index

  2. XJ
    Xiaoqian Jiang

    University of California San Diego, United States

    4 publications · 220 citations

    4

    h-index

  3. AA
    Adeel Anjum

    COMSATS University Islamabad, Pakistan

    4 publications · 140 citations

    4

    h-index

  4. JL
    Jean Louis Raisaro

    École Polytechnique Fédérale de Lausanne, Switzerland

    3 publications · 296 citations

    3

    h-index

  5. AC
    Alfredo Cuzzocrea

    University of Calabria, Italy

    3 publications · 85 citations

    3

    h-index

1–5 of 946

Institutions

380

  1. University of California San Diego

    San Diego, United States

    8 h-index

    35 publications

    3K citations

  2. Vanderbilt University

    Nashville, United States

    7 h-index

    14 publications

    519 citations

  3. Commonwealth Scientific and Industrial Research Organisation

    Canberra, Australia

    5 h-index

    17 publications

    906 citations

  4. Harvard University

    Cambridge, United States

    5 h-index

    5 publications

    329 citations

  5. Microsoft (United States)

    Redmond, United States

    5 h-index

    5 publications

    1.7K citations

  6. RMIT University

    Melbourne, Australia

    5 h-index

    14 publications

    959 citations

  7. University of Manitoba

    Winnipeg, Canada

    5 h-index

    9 publications

    186 citations

  8. Huazhong University of Science and Technology

    Wuhan, China

    5 h-index

    8 publications

    694 citations

1–8 of 380

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 200 citations

    7

    h-index

  2. Information Sciences

    5 publications · 412 citations

    5

    h-index

  3. IEEE Access

    5 publications · 421 citations

    4

    h-index

  4. Journal of the American Medical Informatics Association

    JAMIA · 4 publications · 294 citations

    4

    h-index

  5. Proceedings of the VLDB Endowment

    PVLDB · 4 publications · 530 citations

    4

    h-index

1–5