Concepedia

Encrypted Federated Learning

Encrypted Federated Learning is a federated learning framework that integrates cryptographic encryption techniques to secure model updates during transmission and computation, thereby preserving data privacy while enabling collaborative model training across decentralized clients.

14

Publications

849

Citations

89

Authors

47

Institutions

Publications per year

2017–2026

14

Parents

Publications

14

Review on security of federated learning and its application in healthcare

Hao Li, Chengcheng Li, Jian Wang et al. · Future Generation Computer Systems · 2023 · 169 citations

, , +10

Federated learning in smart cities: Privacy and security survey

Rasha Al-Huthaifi, Tianrui Li, Wei Huang et al. · Information Sciences · 2023 · 140 citations

, , +16

Blockchain-based federated learning methodologies in smart environments

Dong Li, Zai Luo, Bo Cao · Cluster Computing · 2021 · 93 citations · Full text

, , +6

Blockchain and federated learning-based distributed computing defence framework for sustainable society

Pradip Kumar Sharma, Jong Hyuk Park, Kyungeun Cho · Sustainable Cities and Society · 2020 · 82 citations

, , +14

Encrypted federated learning for secure decentralized collaboration in cancer image analysis

Daniel Truhn, Soroosh Tayebi Arasteh, Oliver Lester Saldanha et al. · Medical Image Analysis · 2023 · 82 citations · Full text

, , +17

1–5 of 14

Authors

89

  1. AQ
    Attia Qammar

    University of Science and Technology Beijing, China

    1 publications · 51 citations

    1

    h-index

  2. JG
    Jin Gu

    University of Science and Technology Beijing, China

    1 publications · 140 citations

    1

    h-index

  3. GL
    Guoxiu Liu

    Nanjing University of Posts and Telecommunications, China

    1 publications · 18 citations

    1

    h-index

  4. RT
    Rana Tallal Javed

    Information Technology University, Pakistan

    1 publications · 13 citations

    1

    h-index

  5. TH
    Tianqi Han

    Zhejiang University, China

    1 publications · 33 citations

    1

    h-index

1–5 of 89

Institutions

47

  1. King Saud University

    Riyadh, Saudi Arabia

    2 h-index

    3 publications

    158 citations

  2. China Jiliang University

    Hangzhou, China

    1 h-index

    2 publications

    186 citations

  3. King Khalid University

    Abhā, Saudi Arabia

    1 h-index

    1 publications

    18 citations

  4. Belfast Health and Social Care Trust

    Belfast, United Kingdom

    1 h-index

    3 publications

    246 citations

  5. Jinling Institute of Technology

    Jiangning, China

    1 h-index

    1 publications

    18 citations

  6. BRAC University

    Dhaka, Bangladesh

    1 h-index

    6 publications

    348 citations

  7. University of Science and Technology Beijing

    Beijing, China

    1 h-index

    2 publications

    102 citations

  8. Seoul National University of Science and Technology

    Seoul, South Korea

    1 h-index

    1 publications

    82 citations

1–8 of 47

Venues

  1. Computer Methods and Programs in Biomedicine

    1 publications · 17 citations

    1

    h-index

  2. Information Fusion

    1 publications · 58 citations

    1

    h-index

  3. IEEE Transactions on Network and Service Management

    TNSM · 1 publications · 18 citations

    1

    h-index

  4. Information Sciences

    1 publications · 140 citations

    1

    h-index

  5. Medical Image Analysis

    1 publications · 82 citations

    1

    h-index

1–5