Digital Library
Search: "[ keyword: Federated learning ]" (3)
Mitigating Model Inversion Attacks in Federated Learning Over Selectively Encrypted Gradients
Seungyeon Ryu, Ho Bae, Younghan Lee The Transactions of the Korea Information Processing Society,
Vol. 14, No. 4, pp. 257-264,
Apr.
2025
https://doi.org/10.3745/TKIPS.2025.14.4.257
Keywords: Federated learning, model inversion attack, Encryption, data privacy
https://doi.org/10.3745/TKIPS.2025.14.4.257
Keywords: Federated learning, model inversion attack, Encryption, data privacy
Performance Enhancement of Federated Learning through Effective Client Management
Kang Tae Woo, Kim Taejoon The Transactions of the Korea Information Processing Society,
Vol. 13, No. 12, pp. 661-668,
Dec.
2024
https://doi.org/10.3745/TKIPS.2024.13.12.661
Keywords: UCB, Client Selection, Stale Client, Federated learning, Adapted Parameter
https://doi.org/10.3745/TKIPS.2024.13.12.661
Keywords: UCB, Client Selection, Stale Client, Federated learning, Adapted Parameter
Systematic Research on Privacy-Preserving Distributed Machine Learning
Min Seob Lee, Young Ah Shin, Ji Young Chun The Transactions of the Korea Information Processing Society,
Vol. 13, No. 2, pp. 76-90,
Feb.
2024
https://doi.org/10.3745/TKIPS.2024.13.2.76
Keywords: Distributed Machine Learning, Privacy-Preserving Technologies, Federated learning, Swarm Learning
https://doi.org/10.3745/TKIPS.2024.13.2.76
Keywords: Distributed Machine Learning, Privacy-Preserving Technologies, Federated learning, Swarm Learning
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Publications
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Vol. 13, 2024
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Vol. 12, 2023
- Vol. 12, No. 12 (Dec. 2023)
- Vol. 12, No. 11 (Nov. 2023)
- Vol. 12, No. 10 (Oct. 2023)
- Vol. 12, No. 9 (Sep. 2023)
- Vol. 12, No. 8 (Aug. 2023)
- Vol. 12, No. 7 (Jul. 2023)
- Vol. 12, No. 6 (Jun. 2023)
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- Vol. 12, No. 3 (Mar. 2023)
- Vol. 12, No. 2 (Feb. 2023)
- Vol. 12, No. 1 (Jan. 2023)
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Vol. 11, 2022
- Vol. 11, No. 12 (Dec. 2022)
- Vol. 11, No. 11 (Nov. 2022)
- Vol. 11, No. 10 (Oct. 2022)
- Vol. 11, No. 9 (Sep. 2022)
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- Vol. 11, No. 1 (Jan. 2022)
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Vol. 10, 2021
- Vol. 10, No. 12 (Dec. 2021)
- Vol. 10, No. 11 (Nov. 2021)
- Vol. 10, No. 10 (Oct. 2021)
- Vol. 10, No. 9 (Sep. 2021)
- Vol. 10, No. 8 (Aug. 2021)
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- Vol. 10, No. 1 (Jan. 2021)
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Vol. 9, 2020
- Vol. 9, No. 12 (Dec. 2020)
- Vol. 9, No. 11 (Nov. 2020)
- Vol. 9, No. 10 (Oct. 2020)
- Vol. 9, No. 9 (Sep. 2020)
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- Vol. 9, No. 1 (Jan. 2020)
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Vol. 8, 2019
- Vol. 8, No. 12 (Dec. 2019)
- Vol. 8, No. 11 (Nov. 2019)
- Vol. 8, No. 10 (Oct. 2019)
- Vol. 8, No. 9 (Sep. 2019)
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- Vol. 8, No. 1 (Jan. 2019)
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Vol. 7, 2018
- Vol. 7, No. 12 (Dec. 2018)
- Vol. 7, No. 11 (Nov. 2018)
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Vol. 6, 2017
- Vol. 6, No. 12 (Dec. 2017)
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- Vol. 6, No. 10 (Oct. 2017)
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Vol. 5, 2016
- Vol. 5, No. 12 (Dec. 2016)
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Vol. 4, 2015
- Vol. 4, No. 12 (Dec. 2015)
- Vol. 4, No. 11 (Nov. 2015)
- Vol. 4, No. 10 (Oct. 2015)
- Vol. 4, No. 9 (Sep. 2015)
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- Vol. 4, No. 1 (Jan. 2015)
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Vol. 3, 2014
- Vol. 3, No. 12 (Dec. 2014)
- Vol. 3, No. 11 (Nov. 2014)
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- Vol. 3, No. 9 (Sep. 2014)
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- Vol. 3, No. 1 (Jan. 2014)
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Vol. 2, 2013
- Vol. 2, No. 12 (Dec. 2013)
- Vol. 2, No. 11 (Nov. 2013)
- Vol. 2, No. 10 (Oct. 2013)
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- Vol. 2, No. 2 (Feb. 2013)
- Vol. 2, No. 1 (Jan. 2013)
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Vol. 1, 2012
Old Journals
Indexing
All publications of KTSDE is indexed in DOI, EBSCO, Google Scholar, Crossref, and CrossCheck.
KTSDE is also selected as the Journal for Accreditation by NRF (National Research Foundation of Korea).
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