Concepedia

Encrypted Data Mining

Encrypted Data Mining is a computational methodology within the field of secure data analysis that enables the extraction of meaningful patterns and knowledge from datasets while they remain encrypted, distinguishing itself from traditional data mining by preserving data confidentiality through cryptographic techniques throughout the entire mining process.

46

Publications

2.7K

Citations

145

Authors

73

Institutions

Publications per year

2017–2026

27

Parents

Publications

46

CryptoNets: applying neural networks to encrypted data with high throughput and accuracy

Nathan Dowlin, Ran Gilad-Bachrach, Kim Laine et al. · International Conference on Machine Learning · 2016 · 1.3K citations

, , +16

DeepEDN: A Deep-Learning-Based Image Encryption and Decryption Network for Internet of Medical Things

IEEE Internet of Things Journal · 2020 · 248 citations · Full text

, , +14

Privacy of outsourced k-means clustering

Dongxi Liu, Elisa Bertino, Xun Yi · 2014 · 88 citations

, , +17

Feature mining for encrypted malicious traffic detection with deep learning and other machine learning algorithms

Zihao Wang, Vrizlynn L. L. Thing · Computers & Security · 2023 · 59 citations · Full text

, , +17

Identification of Block Ciphers using Support Vector Machines

A. D. Dileep, C. Chandra Sekhar · The 2006 IEEE International Joint Conference on Neural Network Proceedings · 2006 · 52 citations

, , +17

1–5 of 46

Authors

145

  1. MX
    Ming Xian

    National University of Defense Technology, China

    2 publications · 26 citations

    2

    h-index

  2. JL
    Jian Liu

    National University of Defense Technology, China

    2 publications · 26 citations

    2

    h-index

  3. HW
    Huimei Wang

    National University of Defense Technology, China

    2 publications · 26 citations

    2

    h-index

  4. XY
    Xun Yi

    RMIT University, Australia

    2 publications · 121 citations

    2

    h-index

  5. FL
    Flávio Luís de Mello

    Universidade Federal do Rio de Janeiro, Brazil

    2 publications · 37 citations

    2

    h-index

1–5 of 145

Institutions

73

  1. Xidian University

    Xi'an, China

    3 h-index

    5 publications

    182 citations

  2. National University of Defense Technology

    Changsha, China

    2 h-index

    10 publications

    130 citations

  3. Indian Institute of Technology Madras

    Chennai, India

    2 h-index

    4 publications

    142 citations

  4. Victoria University

    Melbourne, Australia

    2 h-index

    4 publications

    187 citations

  5. University of Electronic Science and Technology of China

    Chengdu, China

    2 h-index

    6 publications

    1.3K citations

  6. Korea University

    Seoul, South Korea

    2 h-index

    6 publications

    66 citations

  7. Bharathiar University

    Coimbatore, India

    1 h-index

    1 publications

    19 citations

  8. MIT World Peace University

    Pune, India

    1 h-index

    3 publications

    36 citations

1–8 of 73

Venues

  1. IEEE Internet of Things Journal

    2 publications · 284 citations

    2

    h-index

  2. IEEE Access

    2 publications · 25 citations

    2

    h-index

  3. 2

    h-index

  4. Security and Communication Networks

    2 publications · 26 citations

    2

    h-index

  5. IEEE Systems Journal

    ISJ · 2 publications · 73 citations

    2

    h-index

1–5