Concepedia

Secure Data Collaboration

Secure Data Collaboration is a formal framework within the domain of secure data sharing that enables multiple parties to jointly perform data analysis or machine learning tasks while preserving data confidentiality, integrity, and access control through cryptographic protocols, differential privacy, or trusted execution environments.

50

Publications

2.2K

Citations

201

Authors

95

Institutions

Publications per year

2017–2026

24

Parents

Publications

50

How to share a function securely

Alfredo De Santis, Yvo Desmedt, Yair Frankel et al. · 1994 · 323 citations

, , +11

Feature Inference Attack on Model Predictions in Vertical Federated Learning

2021 · 200 citations · Full text

, , +17

FDC: A Secure Federated Deep Learning Mechanism for Data Collaborations in the Internet of Things

Bo Yin, Hao Yin, Yulei Wu et al. · IEEE Internet of Things Journal · 2020 · 150 citations

, , +13

DataSynthesizer

Haoyue Ping, Julia Stoyanovich, Bill Howe · 2017 · 141 citations

, , +17

SFINKS: Secure Focused Information, News, and Knowledge Sharing

Tatyana Ryutov, Tatiana Kichkaylo, Robert Neches et al. · 2008 · 113 citations

, , +17

1–5 of 50

Authors

201

  1. QH
    Qinlong Huang

    Beijing University of Posts and Telecommunications, China

    3 publications · 156 citations

    3

    h-index

  2. YC
    Yingying Chen

    Rutgers, The State University of New Jersey, United States

    2 publications · 48 citations

    2

    h-index

  3. IH
    Ian Herwono

    BT Group (United Kingdom), United Kingdom

    2 publications · 118 citations

    2

    h-index

  4. FD
    Francesco Di Cerbo

    Free University of Bozen-Bolzano, Italy

    2 publications · 118 citations

    2

    h-index

  5. XD
    Xin Dong

    Ludwig-Maximilians-Universität München, Germany

    2 publications · 48 citations

    2

    h-index

1–5 of 201

Institutions

95

  1. Beijing University of Posts and Telecommunications

    Beijing, China

    4 h-index

    16 publications

    552 citations

  2. University of Colorado Anschutz Medical Campus

    Aurora, United States

    2 h-index

    4 publications

    74 citations

  3. McGill University

    Montreal, Canada

    2 h-index

    2 publications

    29 citations

  4. University of Salerno

    Fisciano, Italy

    2 h-index

    2 publications

    368 citations

  5. University of Science and Technology of China

    Hefei, China

    2 h-index

    5 publications

    84 citations

  6. Stevens Institute of Technology

    Hoboken, United States

    2 h-index

    2 publications

    48 citations

  7. Shanghai Jiao Tong University

    Shanghai, China

    2 h-index

    10 publications

    240 citations

  8. Microsoft (United States)

    Redmond, United States

    2 h-index

    2 publications

    202 citations

1–8 of 95

Venues

  1. IEEE Internet of Things Journal

    3 publications · 198 citations

    3

    h-index

  2. IEEE Access

    2 publications · 51 citations

    2

    h-index

  3. Procedia Computer Science

    2 publications · 29 citations

    2

    h-index

  4. Security and Communication Networks

    2 publications · 75 citations

    2

    h-index

  5. Future Generation Computer Systems

    FGCS · 2 publications · 185 citations

    2

    h-index

1–5