TKIPS

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Mitigating Model Inversion Attacks in Federated Learning Over Selectively Encrypted Gradients

Seungyeon Ryu Ho Bae Younghan Lee
Vol. 14, No. 4, pp. 257-264, Apr. 2025

https://doi.org/10.3745/TKIPS.2025.14.4.257

Federated learning

model inversion attack

Performance Enhancement of Federated Learning through Effective Client Management

Kang Tae Woo Kim Taejoon
Vol. 13, No. 12, pp. 661-668, Dec. 2024

https://doi.org/10.3745/TKIPS.2024.13.12.661

Client Selection

Federated learning

Adapted Parameter

Systematic Research on Privacy-Preserving Distributed Machine Learning

Min Seob Lee Young Ah Shin Ji Young Chun
Vol. 13, No. 2, pp. 76-90, Feb. 2024

https://doi.org/10.3745/TKIPS.2024.13.2.76

Distributed Machine Learning

Privacy-Preserving Technologies

Federated learning