Concepedia

Approximate Homomorphic Encryption

Approximate Homomorphic Encryption is a type of homomorphic encryption scheme that enables computation on encrypted data while permitting small, controlled approximation errors in the decrypted results, distinguishing it from exact homomorphic encryption methods by prioritizing efficiency and scalability for applications such as privacy-preserving machine learning.

29

Publications

2.2K

Citations

104

Authors

53

Institutions

Publications per year

2017–2026

21

Parents

Publications

29

A Survey of Homomorphic Encryption for Nonspecialists

Caroline Fontaine, Fabien Galand · EURASIP Journal on Information Security · 2007 · 437 citations

, , +11

Privacy-Preserving Machine Learning With Fully Homomorphic Encryption for Deep Neural Network

Joon-Woo Lee, HyungChul Kang, Yongwoo Lee et al. · IEEE Access · 2022 · 377 citations · Full text

, , +15

Logistic regression model training based on the approximate homomorphic encryption

Andrey Kim, Yongsoo Song, Miran Kim et al. · BMC Medical Genomics · 2018 · 199 citations · Full text

, , +15

Over 100x Faster Bootstrapping in Fully Homomorphic Encryption through Memory-centric Optimization with GPUs

Wonkyung Jung, Sangpyo Kim, Jung Ho Ahn et al. · IACR Transactions on Cryptographic Hardware and Embedded Systems · 2021 · 153 citations · Full text

, , +17

Efficiency Optimization Techniques in Privacy-Preserving Federated Learning With Homomorphic Encryption: A Brief Survey

Qipeng Xie, Siyang Jiang, Linshan Jiang et al. · IEEE Internet of Things Journal · 2024 · 151 citations

, , +17

1–5 of 29

Authors

104

  1. JH
    Jung Hee Cheon

    Seoul National University, South Korea

    6 publications · 490 citations

    6

    h-index

  2. AK
    Andrey Kim

    Seoul National University, South Korea

    5 publications · 285 citations

    5

    h-index

  3. JL
    Junghyun Lee

    Sangji University, South Korea

    3 publications · 428 citations

    3

    h-index

  4. JN
    Jong‐Seon No

    Seoul National University, South Korea

    3 publications · 428 citations

    3

    h-index

  5. YS
    Young Sik Kim

    Seoul National University, South Korea

    3 publications · 428 citations

    3

    h-index

1–5 of 104

Institutions

53

  1. Seoul National University

    Seoul, South Korea

    7 h-index

    30 publications

    3.6K citations

  2. Samsung (South Korea)

    Seoul, South Korea

    3 h-index

    8 publications

    2.3K citations

  3. National University of Singapore

    Singapore, Singapore

    2 h-index

    3 publications

    293 citations

  4. Chosun University

    Gwangju, South Korea

    2 h-index

    3 publications

    453 citations

  5. University of California San Diego

    San Diego, United States

    2 h-index

    4 publications

    454 citations

  6. Ewha Womans University

    Seoul, South Korea

    1 h-index

    1 publications

    67 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    1 h-index

    2 publications

    874 citations

  8. Microsoft (United States)

    Redmond, United States

    1 h-index

    1 publications

    32 citations

1–8 of 53

Venues

  1. IACR Cryptology ePrint Archive

    Repository · 4 publications · 112 citations

    4

    h-index

  2. IEEE Access

    3 publications · 482 citations

    3

    h-index

  3. 2

    h-index

  4. BMC Medical Genomics

    2 publications · 239 citations

    2

    h-index

  5. EURASIP Journal on Information Security

    2 publications · 540 citations

    2

    h-index

1–5