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Search : "[ keyword: Federated learning ]" (9)
Robust Partial Share Federated Learning Algorithm against Model Poisoning Attack
Heewon Park  Miru Kim  Minhae Kwon
Vol. 48, No. 11, pp. 1387-1398, Nov. 2023
10.7840/kics.2023.48.11.1387
Optimizing Uplink MIMO Transmission for Model Uploadand Aggregation in Federated Learning
Wonsik Yoo  Seok-Hwan Park
Vol. 48, No. 8, pp. 934-941, Aug. 2023
10.7840/kics.2023.48.8.934
A Survey on Fairness Provision Schemes for Federated Learning Networks
Yeong-chan Kim  Hoon Kim
Vol. 48, No. 6, pp. 677-680, Jun. 2023
10.7840/kics.2023.48.6.677
DATA-FedAVG: Delay-Aware Truncated Accuracy-Based Federated Averaging for Intrusion Detection in UAV Network
Vivian Ukamaka Ihekoronye  Cosmas Ifeanyi Nwakanma  Dong-Seong Kim  Jae-Min Lee
Vol. 48, No. 6, pp. 648-668, Jun. 2023
10.7840/kics.2023.48.6.648
Autoencoder-Based Model Compression Schemes for Federated Learning
Do-YunLee  HoonLee
Vol. 48, No. 3, pp. 295-305, Mar. 2023
10.7840/kics.2023.48.3.295
Analysis and Optimization about Federated Learning in Uploading Zone
Seong Hoon Jeon  Dong In Kim
Vol. 48, No. 2, pp. 266-274, Feb. 2023
10.7840/kics.2023.48.2.266
Efficient Distributed Clustering Algorithm for Large-Scale Federated Learning
Hyungbin Kim  Yongho Kim  Cheolwoo You  Hyunhee Park
Vol. 47, No. 1, pp. 198-205, Jan. 2022
10.7840/kics.2022.47.1.198
Implementation of Federated Learning Using Probabilistic Sampling Techniques Based on Data Distribution Estimation to Solve Statistical Heterogeneity Problems
Seon Uk Kim  Hyeonsu Lee  Junil Bang  Sung Eon Hong  Hwa Jong Kim

Vol. 46, No. 11, pp. 1941-1949, Nov. 2021
10.7840/kics.2021.46.11.1941
A Survey on Parallel Deep Learning
JinYi Yoon  JiHo Lee  Nayoung Han  HyungJune Lee
Vol. 46, No. 10, pp. 1604-1617, Oct. 2021
10.7840/kics.2021.46.10.1604

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pISSN : 1226 - 4717
eISSN : 2287 - 3880