Delay-Trajectory-Accuracy Trilemma Optimization for Non-IID Mitigation in AAV-Cooperative Federated Learning IoT

Συγγραφείς: Li, Q., Yang, T., Ye, Q., Cheng, N., Hu, F.

Πηγή: IEEE Transactions on Mobile Computing IEEE Trans. on Mobile Comput. Mobile Computing, IEEE Transactions on. 25(7):10094-10111 Jul, 2026

Assessing the Suitability of Using Federated Learning in Edge Computing for Providing Real Time Services

Συγγραφείς: Islam, Tajul, Hashem, M.M.A.

Πηγή: 2025 28th International Conference on Computer and Information Technology (ICCIT) Computer and Information Technology (ICCIT), 2025 28th International Conference on. :3200-3205 Dec, 2025

Relation: 2025 28th International Conference on Computer and Information Technology (ICCIT)

FairIP-Net: A Federated Learning-Based Ensemble Model for Ensuring Equitable Access to Intellectual Property Resources

Συγγραφείς: M.Monisha, S.Thangamayan, Lavaraju, B.

Πηγή: 2025 1st International Conference on Advancement in Futuristic Technologies (ICAFT) Advancement in Futuristic Technologies (ICAFT), 2025 1st International Conference on. :1-6 Dec, 2025

Relation: 2025 1st International Conference on Advancement in Futuristic Technologies (ICAFT)

Smart AI-Intelligence Powered Cyber-Attack Detection and Med-Chain Security System Using Swarm Intelligence Based on Federate Learning

Συγγραφείς: Revathi, P., Kingslin, Sumathy

Πηγή: 2025 Fourth International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN) Smart Technologies and Systems for Next Generation Computing (ICSTSN), 2025 Fourth International Conference on. :1-7 Nov, 2025

Relation: 2025 Fourth International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN)

A Federated Edge-AI and Fog-Cloud Framework for Real-Time Monitoring of Waterborne Disease Risks in Smart Agriculture

Συγγραφείς: Faye, Babacar Mbaye, Niang, Ibrahima

Πηγή: 2025 International Conference on Intelligent Computing, Communication, Networking and Services (ICCNS) Intelligent Computing, Communication, Networking and Services (ICCNS), 2025 International Conference on. :178-185 Sep, 2025

Relation: 2025 International Conference on Intelligent Computing, Communication, Networking and Services (ICCNS)

A Weighted Privacy-Preserving Federated Learning for Proton Exchange Membrane Fuel Cell

Συγγραφείς: Chen, J., Wang, J., Khan, F., Song, J., Su, C.

Πηγή: IEEE Networking Letters IEEE Netw. Lett. Networking Letters, IEEE. 7(4):270-273 Dec, 2025

Fed3D: Enhancing Security in Federated Learning with Dataset Distillation

Συγγραφείς: Wu, Canhui, Xi, Wei, Fan, Yuwei, Shen, Yuhao, Zhao, Jizhong

Πηγή: 2025 IEEE International Conference on Multimedia and Expo (ICME) Multimedia and Expo (ICME), 2025 IEEE International Conference on. :1-6 Jun, 2025

Relation: 2025 IEEE International Conference on Multimedia and Expo (ICME)

FLUDP: A Backdoor Attack Defense Framework in Federated Learning

Συγγραφείς: Zhou, Caisong, Yang, Yanqing, Zhang, Linlin

Πηγή: 2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD) Computer Supported Cooperative Work in Design (CSCWD), 2025 28th International Conference on. :1826-1831 May, 2025

Relation: 2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)

Aiding Convergence in Federated Learning via Local Perturbation and Mutual Similarity Information

Συγγραφείς: Buttaci, Emanuel, Calafiore, Giuseppe Carlo

Πηγή: 2025 IEEE 7th International Conference on Artificial Intelligence Circuits and Systems (AICAS) Artificial Intelligence Circuits and Systems (AICAS), 2025 IEEE 7th International Conference on. :1-5 Apr, 2025

Relation: 2025 IEEE 7th International Conference on Artificial Intelligence Circuits and Systems (AICAS)

Data-Driven DLT3 Federated Deep Reinforcement Learning for Secure and Efficient Autonomous Driving

Συγγραφείς: Fei, R., Li, Q., Wang, K., Khan, F., Alturki, R., Lan, D.

Πηγή: IEEE Transactions on Consumer Electronics IEEE Trans. Consumer Electron. Consumer Electronics, IEEE Transactions on. 71(2):6134-6146 May, 2025

Federated Learning in Cgan: An Application of Oct Images

Συγγραφείς: Zhou, Junjie, Liu, Ximeng, Wang, Han, Li, Wei, Ying, Zuobin

Πηγή: 2025 5th International Conference on Neural Networks, Information and Communication Engineering (NNICE) Neural Networks, Information and Communication Engineering (NNICE), 2025 5th International Conference on. :323-328 Jan, 2025

Relation: 2025 5th International Conference on Neural Networks, Information and Communication Engineering (NNICE)

A Comprehensive Survey on Federated Learning and its Applications in Health Care

Συγγραφείς: Pacheco, Sheilla Ann B.

Πηγή: 2024 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET) Artificial Intelligence in Engineering and Technology (IICAIET), 2024 IEEE International Conference on. :407-412 Aug, 2024

Relation: 2024 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)

HiFINS: A Hierarchical Federated Learning-Based Interactive System for Smart Home Security

Συγγραφείς: Kostage, K., Peppers, S., Gao, T., Drefahl, P., Vallar, G., Guo, W., Mazzola, L., Qu, C.

Πηγή: IEEE Access Access, IEEE. 13:190471-190490 2025

Data visiting governance: a conceptual framework

Συγγραφείς: Thaldar, Donrich^{Aff1, IDs40246025008640_cor1}

Πηγή: Human Genomics. 20(1)

Differentially Private Federated Learning on Non-iid Data: Convergence Analysis and Adaptive Optimization

Συγγραφείς: Chen, L., Ding, X., Bao, Z., Zhou, P., Jin, H.

Πηγή: IEEE Transactions on Knowledge and Data Engineering IEEE Trans. Knowl. Data Eng. Knowledge and Data Engineering, IEEE Transactions on. 36(9):4567-4581 Sep, 2024

Differentially Private Over-the-Air Federated Learning Over MIMO Fading Channels

Συγγραφείς: Liu, H., Yan, J., Zhang, Y.A.

Πηγή: IEEE Transactions on Wireless Communications IEEE Trans. Wireless Commun. Wireless Communications, IEEE Transactions on. 23(8):8232-8247 Aug, 2024

Multi-Confederated Learning: Inclusive Non-IID Data handling with Decentralized Federated Learning

Συγγραφείς: Duchesne, Michael, Zhang, Kaiwen, Chamseddine, Talhi

Πηγή: Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing. :1587-1595

Διαθεσιμότητα: http://dl.acm.org/doi/10.1145/3605098.3636000

Optimal Asynchronous Federated Learning for the Internet of Battlefield Things (IoBT)

Συγγραφείς: Hagos, Desta Haileselassie, Tankard, Earl, Bhurtel, Manish, Rawat, Danda B.

Πηγή: 2023 International Conference on Machine Learning and Applications (ICMLA) ICMLA Machine Learning and Applications (ICMLA), 2023 International Conference on. :1553-1559 Dec, 2023

Relation: 2023 International Conference on Machine Learning and Applications (ICMLA)

Boulez: A Chatbot-Based Federated Learning System for Distance Learning

Συγγραφείς: D'Urso, Stefano, Sciarrone, Filippo, Temperini, Marco

Πηγή: 2023 27th International Conference Information Visualisation (IV) IV Information Visualisation (IV), 2023 27th International Conference. :210-215 Jul, 2023

Relation: 2023 27th International Conference Information Visualisation (IV)

Fedward: Flexible Federated Backdoor Defense Framework with Non-IID Data

Συγγραφείς: Chen, Zekai, Wang, Fuyi, Zheng, Zhiwei, Liu, Ximeng, Lin, Yujie

Πηγή: 2023 IEEE International Conference on Multimedia and Expo (ICME) ICME Multimedia and Expo (ICME), 2023 IEEE International Conference on. :348-353 Jul, 2023

Relation: 2023 IEEE International Conference on Multimedia and Expo (ICME)