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Applications of federated learning in smart cities: recent advances, taxonomy, and open challenges Journal article
Connection Science, 2022,Volume: 34,Issue: 1,Page: 1-28
Authors:  Zheng, Zhaohua;  Zhou, Yize;  Sun, Yilong;  Wang, Zhang;  Liu, Boyi;  Li, Keqiu
Favorite |  | TC[WOS]:11 TC[Scopus]:15 | Submit date:2022/05/17
Federated Learning  Internet Of Things  Smart City  
English Textbook Selection in Taiwan: Voices of Two Book Sales Representatives Journal article
Education Research International, 2022,Volume: 2022
Authors:  Barry Lee Reynolds;  Xuan Van Ha;  Melissa H. Yu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/06/07
Privacy-preserving and verifiable deep learning inference based on secret sharing Journal article
Neurocomputing, 2022,Volume: 483,Page: 221-234
Authors:  Duan, Jia;  Zhou, Jiantao;  Li, Yuanman;  Huang, Caishi
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/04
Deep Learning Prediction  Deep Neural Network Inference  Privacy-preserving  Secure Multi-party Computation  Verifiable Computation  
FGFL: A blockchain-based fair incentive governor for Federated Learning Journal article
Journal of Parallel and Distributed Computing, 2022,Volume: 163,Page: 283-299
Authors:  Gao, Liang;  Li, Li;  Chen, Yingwen;  Xu, Cheng Zhong;  Xu, Ming
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Attack Detection  Federated Learning  Incentive Mechanism  
Secrecy driven Federated Learning via Cooperative Jamming: An Approach of Latency Minimization Journal article
IEEE Transactions on Emerging Topics in Computing, 2022
Authors:  Wang, Tianshun;  Li, Yang;  Wu, Yuan;  Quek, Tony Q.S.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Communication System Security  Computational Modeling  Cooperative Jamming  Federated Learning  Jamming  Non-orthogonal Multiple Access  Optimization  Physical Layer Security  Secrecy Throughput  Throughput  Training  Wireless Communication  
Incentivizing Semi-Supervised Vehicular Federated Learning: A Multi-Dimensional Contract Approach with Bounded Rationality Journal article
IEEE Internet of Things Journal, 2022
Authors:  Ye, Dongdong;  Huang, Xumin;  Wu, Yuan;  Yu, Rong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Collaborative Work  Contracts  Convergence  Costs  Data Models  Multi-dimensional Contract Theory  Prospect Theory.  Semi-supervised Federated Learning  Servers  Training  Vehicular Edge Computing  
Simultaneous Wireless Information and Power Transfer assisted Federated Learning via Non-orthogonal Multiple Access Journal article
IEEE Transactions on Green Communications and Networking, 2022
Authors:  Wu, Yuan;  Song, Yuxiao;  Wang, Tianshun;  Dai, Minghui;  Quek, Tony Q.S.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Convergence  Energy consumption  NOMA  Optimization  Resource management  Training  Wireless communication  
FedParking: A Federated Learning based Parking Space Estimation with Parked Vehicle assisted Edge Computing Journal article
IEEE Transactions on Vehicular Technology, 2021,Volume: 70,Issue: 9,Page: 9355-9368
Authors:  Huang, Xumin;  Li, Peichun;  Yu, Rong;  Wu, Yuan;  Xie, Kan;  Xie, Shengli
Favorite |  | TC[WOS]:7 TC[Scopus]:8 | Submit date:2021/09/10
Collaborative Work  Computational Modeling  Data Models  Estimation  Federated Learning  Games  Parked Vehicle Assisted Edge  Space Vehicles  Training Data  
FIFL: A Fair Incentive Mechanism for Federated Learning Conference paper
ACM International Conference Proceeding Series
Authors:  Gao, Liang;  Li, Li;  Chen, Yingwen;  Zheng, Wenli;  Xu, Cheng Zhong;  Xu, Ming
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/12/08
attack detection  federated learning  incentive mechanism  
Energy optimization for NOMA assisted federated learning with secrecy provisioning Conference paper
2021 IEEE/CIC International Conference on Communications in China (ICCC), Xiamen, 28-30 July 2021
Authors:  Wang, Tianshun;  Huang, Xumin;  Song, Yuxiao;  Wu, Yuan;  Qian, Liping;  Lin, Bin
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/12/08