Concepedia

Private Classification

Private Classification is a data classification level within information security policy that designates information requiring restricted access due to its sensitivity, distinguishing it from public or organizational data by imposing specific confidentiality controls to protect personal, proprietary, or legally protected content.

53

Publications

2.7K

Citations

166

Authors

84

Institutions

Publications per year

2017–2026

32

Parents

Publications

53

Building decision tree classifier on private data

Wenliang Du, Zhijun Zhan · Syracuse University Libraries (Syracuse University) · 2002 · 355 citations · Full text

, , +15

Privacy-Preserving Classification on Deep Neural Network.

Hervé Chabanne, Amaury de Wargny, Jonathan Milgram et al. · IACR Cryptology ePrint Archive · 2017 · 218 citations

, , +12

Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data

Hwanjo Yu, Xiaoqian Jiang, Jaideep Vaidya · 2006 · 206 citations

, , +16

Efficient and Private Scoring of Decision Trees, Support Vector Machines and Logistic Regression Models Based on Pre-Computation

Martine De Cock, Rafael Dowsley, Caleb Horst et al. · IEEE Transactions on Dependable and Secure Computing · 2017 · 154 citations

, , +16

Cryptographically private support vector machines

Sven Laur, Helger Lipmaa, Taneli Mielikäinen · 2006 · 146 citations

, , +17

1–5 of 53

Authors

166

  1. AC
    Anderson C. A. Nascimento

    Universidade de Brasília, Brazil

    2 publications · 187 citations

    2

    h-index

  2. QL
    Qianmu Li

    Nanjing University of Science and Technology, China

    2 publications · 64 citations

    2

    h-index

  3. OL
    O. L. Mangasarian

    University of Wisconsin–Madison, United States

    2 publications · 118 citations

    2

    h-index

  4. KP
    Kai Purnhagen

    Wageningen University & Research, Netherlands

    2 publications · 42 citations

    2

    h-index

  5. RD
    Rafael Dowsley

    University of Washington Tacoma, United States

    2 publications · 187 citations

    2

    h-index

1–5 of 166

Institutions

84

  1. Georgia Institute of Technology

    Atlanta, United States

    4 h-index

    7 publications

    772 citations

  2. University of Waterloo

    Waterloo, Canada

    2 h-index

    4 publications

    175 citations

  3. Nanjing University of Posts and Telecommunications

    Nanjing, China

    2 h-index

    2 publications

    64 citations

  4. Monash University

    Melbourne, Australia

    2 h-index

    2 publications

    158 citations

  5. Shenzhen University

    Shenzhen, China

    2 h-index

    5 publications

    518 citations

  6. Aarhus University

    Aarhus, Denmark

    2 h-index

    2 publications

    187 citations

  7. Technische Universität Darmstadt

    Darmstadt, Germany

    2 h-index

    3 publications

    206 citations

  8. Tokyo Metropolitan University

    Tokyo, Japan

    2 h-index

    6 publications

    150 citations

1–8 of 84

Venues

  1. IEEE Access

    3 publications · 79 citations

    3

    h-index

  2. Proceedings on Privacy Enhancing Technologies

    PoPETs · 2 publications · 135 citations

    2

    h-index

  3. IACR Cryptology ePrint Archive

    Repository · 2 publications · 231 citations

    2

    h-index

  4. IEEE Internet of Things Journal

    2 publications · 62 citations

    2

    h-index

  5. arXiv (Cornell University)

    Repository · 2 publications · 33 citations

    2

    h-index

1–5