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2011.14197
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Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management
IEEE Journal on Selected Areas in Communications (JSAC), 2020
28 November 2020
Helin Yang
Jun Zhao
Zehui Xiong
Kwok-Yan Lam
Sumei Sun
Liang Xiao
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Papers citing
"Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management"
30 / 30 papers shown
Latency-aware Multimodal Federated Learning over UAV Networks
IEEE Transactions on Network Science and Engineering (IEEE TNS&E), 2025
Shaba Shaon
Dinh C. Nguyen
223
0
0
02 Oct 2025
Secure UAV-assisted Federated Learning: A Digital Twin-Driven Approach with Zero-Knowledge Proofs
Md Bokhtiar Al Zami
Md Raihan Uddin
Dinh C. Nguyen
86
2
0
17 Sep 2025
Federated Learning for Cyber Physical Systems: A Comprehensive Survey
Minh K. Quan
P. Pathirana
M. Wijayasundara
S. Setunge
Dinh C. Nguyen
Christopher G. Brinton
David J. Love
H. Vincent Poor
AI4CE
338
32
0
08 May 2025
Secure Physical Layer Communications for Low-Altitude Economy Networking: A Survey
Lingyi Cai
Jiacheng Wang
Ruichen Zhang
Yu Zhang
Tao Jiang
Dusit Niyato
Xianbin Wang
Abbas Jamalipour
X. Shen
278
18
0
12 Apr 2025
Efficient UAV Swarm-Based Multi-Task Federated Learning with Dynamic Task Knowledge Sharing
Yubo Yang
Tao Yang
X. Wu
Ziyu Guo
Bo Hu
388
4
0
12 Mar 2025
Adaptive UAV-Assisted Hierarchical Federated Learning: Optimizing Energy, Latency, and Resilience for Dynamic Smart IoT
IEEE Transactions on Services Computing (TSC), 2025
Xiaohong Yang
Minghui Liwang
Liqun Fu
Yuhan Su
Seyyedali Hosseinalipour
Xianbin Wang
Yiguang Hong
460
2
0
08 Mar 2025
UAV-Assisted Multi-Task Federated Learning with Task Knowledge Sharing
Yubo Yang
Tao Yang
X. Wu
Bo Hu
FedML
111
2
0
18 Jan 2025
NET-SA: An Efficient Secure Aggregation Architecture Based on In-Network Computing
Qingqing Ren
Wen Wang
Shuyong Zhu
Zhiyuan Wu
Yujun Zhang
327
0
0
02 Jan 2025
Wireless Federated Learning over UAV-enabled Integrated Sensing and Communication
IEEE Conference on Standards for Communications and Networking (CSCN), 2024
Shaba Shaon
Tien Nguyen
Lina Mohjazi
Aryan Kaushik
Dinh C. Nguyen
258
4
0
01 Nov 2024
UAV-assisted Unbiased Hierarchical Federated Learning: Performance and Convergence Analysis
Ruslan Zhagypar
N. Kouzayha
Hesham Elsawy
H. Dahrouj
Tareq Y. Al-Naffouri
305
10
0
05 Jul 2024
Large Language Models for UAVs: Current State and Pathways to the Future
IEEE Open Journal of Vehicular Technology (OJVT), 2024
Shumaila Javaid
Nasir Saeed
Bin He
342
103
0
02 May 2024
Privacy-Aware Spectrum Pricing and Power Control Optimization for LEO Satellite Internet-of-Things
Bowen Shen
Kwok-Yan Lam
Feng Li
Li Wang
198
1
0
01 Apr 2024
Over-the-Air Federated Learning and Optimization
Jingyang Zhu
Yuanming Shi
Yong Zhou
Chunxiao Jiang
Wei Chen
Khaled B. Letaief
FedML
548
30
0
16 Oct 2023
Federated Learning in UAV-Enhanced Networks: Joint Coverage and Convergence Time Optimization
IEEE Transactions on Wireless Communications (IEEE TWC), 2023
Mariam Yahya
S. Maghsudi
S. Stańczak
275
10
0
31 Aug 2023
Federated Reinforcement Learning for Electric Vehicles Charging Control on Distribution Networks
IEEE Internet of Things Journal (IEEE IoT J.), 2023
Junkai Qian
Yuning Jiang
Xin Liu
Qiong Wang
Ting Wang
Yuanming Shi
Wei Chen
271
40
0
17 Aug 2023
FLight: A Lightweight Federated Learning Framework in Edge and Fog Computing
Software, Practice & Experience (SPE), 2023
Wu-Yang Zhu
M. Goudarzi
Rajkumar Buyya
FedML
149
16
0
05 Aug 2023
Integrated Sensing, Computation, and Communication for UAV-assisted Federated Edge Learning
IEEE Transactions on Wireless Communications (IEEE TWC), 2023
Yao Tang
Guangxu Zhu
Wei Xu
M. H. Cheung
T. Lok
Shuguang Cui
195
22
0
05 Jun 2023
Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization
IEEE Transactions on Wireless Communications (IEEE TWC), 2023
Yuanming Shi
Shuhao Xia
Yong Zhou
Yijie Mao
Chunxiao Jiang
M. Tao
FedML
256
26
0
04 May 2023
Gradient Sparsification for Efficient Wireless Federated Learning with Differential Privacy
Science China Information Sciences (Sci China Inf Sci), 2023
Kang Wei
Jun Li
Chuan Ma
Ming Ding
Feng Shu
Haitao Zhao
Wen Chen
Hongbo Zhu
FedML
416
11
0
09 Apr 2023
Privacy and Efficiency of Communications in Federated Split Learning
IEEE Transactions on Big Data (IEEE Trans. Big Data), 2023
Zongshun Zhang
Andrea Pinto
Valeria Turina
Flavio Esposito
I. Matta
FedML
430
59
0
04 Jan 2023
Enhancing Federated Learning with spectrum allocation optimization and device selection
IEEE/ACM Transactions on Networking (TON), 2022
Tinghao Zhang
Kwok-Yan Lam
Jun Zhao
Feng-Qiang Li
Huimei Han
N. Jamil
200
21
0
27 Dec 2022
VHetNets for AI and AI for VHetNets: An Anomaly Detection Case Study for Ubiquitous IoT
IEEE Network (IEEE Netw.), 2022
Weili Wang
Omid Abbasi
H. Yanikomeroglu
C. Liang
Lun Tang
Qianbin Chen
GNN
197
6
0
14 Oct 2022
CFLIT: Coexisting Federated Learning and Information Transfer
IEEE Transactions on Wireless Communications (TWC), 2022
Zehong Lin
Hang Liu
Y. Zhang
247
13
0
26 Jul 2022
Decentral and Incentivized Federated Learning Frameworks: A Systematic Literature Review
IEEE Internet of Things Journal (IEEE IoT J.), 2022
Leon Witt
Mathis Heyer
Kentaroh Toyoda
Wojciech Samek
Dan Li
FedML
333
64
0
07 May 2022
Efficient Dropout-resilient Aggregation for Privacy-preserving Machine Learning
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022
Ziyao Liu
Jiale Guo
Kwok-Yan Lam
Jun Zhao
275
106
0
31 Mar 2022
Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing
IEEE Journal on Selected Areas in Communications (JSAC), 2022
Dinh C. Nguyen
Seyyedali Hosseinalipour
David J. Love
P. Pathirana
Christopher G. Brinton
300
71
0
18 Mar 2022
5G Network on Wings: A Deep Reinforcement Learning Approach to the UAV-based Integrated Access and Backhaul
IEEE Transactions on Machine Learning in Communications and Networking (IEEE TMLCN), 2022
Hongyi Zhang
Z. Qi
Jingya Li
Anders Aronsson
Jan Bosch
Helena Holmström Olsson
294
16
0
04 Feb 2022
Asynchronous Federated Learning on Heterogeneous Devices: A Survey
Chenhao Xu
Youyang Qu
Yong Xiang
Longxiang Gao
FedML
483
360
0
09 Sep 2021
UAV-assisted Online Machine Learning over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach
IEEE Transactions on Network and Service Management (TNSM), 2021
Su Wang
Seyyedali Hosseinalipour
M. Gorlatova
Christopher G. Brinton
M. Chiang
411
54
0
29 Jun 2021
Privacy and Robustness in Federated Learning: Attacks and Defenses
Lingjuan Lyu
Han Yu
Jiabo He
Chen Chen
Lichao Sun
Jun Zhao
Qiang Yang
Philip S. Yu
FedML
645
509
0
07 Dec 2020
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