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Game-theoretic policy computing and simulation for blockchained buffering system via diffusion approximation.
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- Probability in the Engineering & Informational Sciences, 2024, v. 38, n. 3, p. 1, doi. 10.1017/S026996482300027X
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- Article
A Platform of Federated Learning Management for Enhanced Mobile Collaboration.
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- Electronics (2079-9292), 2024, v. 13, n. 20, p. 4104, doi. 10.3390/electronics13204104
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- Article
SPM-FL: A Federated Learning Privacy-Protection Mechanism Based on Local Differential Privacy.
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- Electronics (2079-9292), 2024, v. 13, n. 20, p. 4091, doi. 10.3390/electronics13204091
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- Article
Enhancing Federated Learning in Heterogeneous Internet of Vehicles: A Collaborative Training Approach.
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- Electronics (2079-9292), 2024, v. 13, n. 20, p. 3999, doi. 10.3390/electronics13203999
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- Article
面向无线联邦学习网络的用户选择与资源分配联合优化.
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- Telecommunication Engineering, 2024, v. 64, n. 8, p. 1275, doi. 10.20079/j.issn.1001-893x.230813002
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- Article
FLCMC: Federated Learning Approach for Chinese Medicinal Text Classification.
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- Entropy, 2024, v. 26, n. 10, p. 871, doi. 10.3390/e26100871
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- Article
Ultra-Reliable and Low-Latency Wireless Hierarchical Federated Learning: Performance Analysis †.
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- Entropy, 2024, v. 26, n. 10, p. 827, doi. 10.3390/e26100827
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- Article
Methods and Prospects of Personalized Federated Learning.
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- Journal of Computer Engineering & Applications, 2024, v. 60, n. 20, p. 68, doi. 10.3778/j.issn.1002-8331.2403-0207
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- Article
MatSwarm: trusted swarm transfer learning driven materials computation for secure big data sharing.
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- Nature Communications, 2024, v. 15, n. 1, p. 1, doi. 10.1038/s41467-024-53431-x
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- Article
A Survey of Security Strategies in Federated Learning: Defending Models, Data, and Privacy.
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- Future Internet, 2024, v. 16, n. 10, p. 374, doi. 10.3390/fi16100374
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- Article
Enhancing Heart Disease Prediction with Federated Learning and Blockchain Integration.
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- Future Internet, 2024, v. 16, n. 10, p. 372, doi. 10.3390/fi16100372
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- Article
Advanced Optimization Techniques for Federated Learning on Non-IID Data.
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- Future Internet, 2024, v. 16, n. 10, p. 370, doi. 10.3390/fi16100370
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- Article
ESMRMB 2024 focus topic: MR beyond trends—fact-checking MR.
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- MAGMA: Magnetic Resonance Materials in Physics, Biology & Medicine, 2024, v. 37, n. 3, p. 321, doi. 10.1007/s10334-024-01177-4
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- Article
Data poisoning attacks detection based on the convergence of the Peter and Clark algorithm and Bayesian adversarial federated learning.
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- Journal of Electronic Imaging, 2023, v. 32, n. 1, p. 13048, doi. 10.1117/1.JEI.32.1.013048
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- Article
When Federated Learning Meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection.
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- Machine Learning & Knowledge Extraction, 2023, v. 5, n. 4, p. 1382, doi. 10.3390/make5040070
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- Article
FL-GUARD: A Holistic Framework for Run-Time Detection and Recovery of Negative Federated Learning.
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- Data Science & Engineering, 2024, v. 9, n. 2, p. 204, doi. 10.1007/s41019-024-00243-0
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- Article
Stand Your Digital Ground: KI-gestützte Anomalieerkennung für Smart Homes.
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- IM + io, 2023, n. 3, p. 74
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- Article
Design of Block Codes for Distributed Learning in VR/AR Transmission.
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- Journal of Information & Communication Convergence Engineering, 2023, v. 21, n. 4, p. 300, doi. 10.56977/jicce.2023.21.4.300
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- Article
A Review of Client Selection Methods in Federated Learning.
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- Archives of Computational Methods in Engineering, 2024, v. 31, n. 2, p. 1129, doi. 10.1007/s11831-023-10011-4
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- Article
Network alternating direction method of multipliers for ultrahigh‐dimensional decentralised federated learning.
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- Stat, 2024, v. 13, n. 2, p. 1, doi. 10.1002/sta4.669
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- Article
Traffic Flow Prediction Based on Federated Learning and Spatio-Temporal Graph Neural Networks.
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- ISPRS International Journal of Geo-Information, 2024, v. 13, n. 6, p. 210, doi. 10.3390/ijgi13060210
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- Article
Towards Reliable Federated Learning Using Blockchain-Based Reverse Auctions and Reputation Incentives.
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- Symmetry (20738994), 2023, v. 15, n. 12, p. 2179, doi. 10.3390/sym15122179
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- Article
Federated Optimization Under Intermittent Client Availability.
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- INFORMS Journal on Computing, 2024, v. 36, n. 1, p. 185, doi. 10.1287/ijoc.2022.0057
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- Article
Hybrid NOMA for Latency Minimization in Wireless Federated Learning for 6G Networks.
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- Radioengineering, 2023, v. 32, n. 4, p. 594, doi. 10.13164/re.2023.0594
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- Article
IMPROVING THE LEARNING PERFORMANCE OF CLIENT'S LOCAL DISTRIBUTION IN CYCLIC FEDERATED LEARNING.
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- Image Analysis & Stereology, 2024, v. 43, n. 1, p. 1, doi. 10.5566/ias.3131
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- Article
Efficient federated learning for distributed neuroimaging data.
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- Frontiers in Neuroinformatics, 2024, p. 1, doi. 10.3389/fninf.2024.1430987
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- Article
Feature fusion federated learning for privacy-aware indoor localization.
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- Peer-to-Peer Networking & Applications, 2024, v. 17, n. 5, p. 2781, doi. 10.1007/s12083-024-01736-5
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- Article
Node selection for model quality optimization in hierarchical federated learning based on deep reinforcement learning.
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- Peer-to-Peer Networking & Applications, 2024, v. 17, n. 3, p. 1720, doi. 10.1007/s12083-024-01660-8
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- Article
Grouped federated learning for time-sensitive tasks in industrial IoTs.
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- Peer-to-Peer Networking & Applications, 2024, v. 17, n. 2, p. 819, doi. 10.1007/s12083-023-01616-4
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- Article
Correction to: Integrated approach of federated learning with transfer learning for classification and diagnosis of brain tumor.
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- 2024
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- Correction Notice
Spatial and geometric learning for classification of breast tumors from multi-center ultrasound images: a hybrid learning approach.
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- BMC Medical Imaging, 2024, v. 24, n. 1, p. 1, doi. 10.1186/s12880-024-01307-3
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- Article
Integrated approach of federated learning with transfer learning for classification and diagnosis of brain tumor.
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- BMC Medical Imaging, 2024, v. 24, n. 1, p. 1, doi. 10.1186/s12880-024-01261-0
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- Article
Towards blockchain based federated learning in categorizing healthcare monitoring devices on artificial intelligence of medical things investigative framework.
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- BMC Medical Imaging, 2024, v. 24, n. 1, p. 1, doi. 10.1186/s12880-024-01279-4
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- Article
Editorial.
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- Journal of Computing & Information Technology, 2024, v. 32, n. 2, p. i, doi. 10.20532/cit.2024.1005910
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- Article
Network Intrusion Detection Based on Convolutional Recurrent Neural Network, Random Forest, and Federated Learning.
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- Journal of Computing & Information Technology, 2024, v. 32, n. 2, p. 97, doi. 10.20532/cit.2024.1005838
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- Article
Convolutional neural network (CNN) and federated learning-based privacy preserving approach for skin disease classification.
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- Journal of Supercomputing, 2024, v. 80, n. 16, p. 24559, doi. 10.1007/s11227-024-06309-0
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- Article
Cluster knowledge-driven vertical federated learning.
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- Journal of Supercomputing, 2024, v. 80, n. 14, p. 20229, doi. 10.1007/s11227-024-06232-4
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- Article
Preserving differential privacy in neural networks for foreign object detection with heterogeneity-based noising among distributed devices.
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- Journal of Supercomputing, 2024, v. 80, n. 14, p. 21447, doi. 10.1007/s11227-024-06243-1
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- Article
Federated singular value decomposition for high-dimensional data.
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- Data Mining & Knowledge Discovery, 2024, v. 38, n. 3, p. 938, doi. 10.1007/s10618-023-00983-z
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- Article
Cross-device free-text keystroke dynamics authentication using federated learning.
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- Personal & Ubiquitous Computing, 2024, v. 28, n. 3/4, p. 491, doi. 10.1007/s00779-024-01832-6
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- Article
Understanding Partnership Formation and Repeated Contributions in Federated Learning: An Analytical Investigation.
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- Management Science, 2024, v. 70, n. 8, p. 4974, doi. 10.1287/mnsc.2023.00611
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- Article
An Efficient Attribute-Based Participant Selecting Scheme with Blockchain for Federated Learning in Smart Cities.
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- Computers (2073-431X), 2024, v. 13, n. 5, p. 118, doi. 10.3390/computers13050118
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- Article
EiAiMSPS: Edge Inspired Artificial Intelligence-based Multi Stakeholders Personalized Security Mechanism in iCPS for PCS.
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- International Journal of Advanced Computer Science & Applications, 2024, v. 15, n. 8, p. 1206, doi. 10.14569/ijacsa.2024.01508117
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- Article
Differential Privacy Federated Learning: A Comprehensive Review.
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- International Journal of Advanced Computer Science & Applications, 2024, v. 15, n. 7, p. 220, doi. 10.14569/ijacsa.2024.0150722
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- Article
A Data Sharing Privacy Protection Model Based on Federated Learning and Blockchain Technology.
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- International Journal of Advanced Computer Science & Applications, 2024, v. 15, n. 6, p. 1317, doi. 10.14569/ijacsa.2024.01506133
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- Article
Enhancing Fraud Detection in Credit Card Transactions using Optimized Federated Learning Model.
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- International Journal of Advanced Computer Science & Applications, 2024, v. 15, n. 5, p. 258, doi. 10.14569/ijacsa.2024.0150526
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- Article
Utilizing Federated Learning for Enhanced Real-Time Traffic Prediction in Smart Urban Environments.
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- International Journal of Advanced Computer Science & Applications, 2024, v. 15, n. 2, p. 639, doi. 10.14569/ijacsa.2024.0150267
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- Article
Detecting Data Poisoning Attacks using Federated Learning with Deep Neural Networks: An Empirical Study.
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- International Journal of Advanced Computer Science & Applications, 2023, v. 14, n. 11, p. 688, doi. 10.14569/ijacsa.2023.0141170
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- Article
Federated-Learning Topic Modeling Based Text Classification Regarding Hate Speech During COVID-19 Pandemic.
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- International Journal of Advanced Computer Science & Applications, 2023, v. 14, n. 11, p. 560, doi. 10.14569/ijacsa.2023.0141157
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- Article
FedSteg: Coverless Steganography‐Based Privacy‐Preserving Decentralized Federated Learning.
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- IEEJ Transactions on Electrical & Electronic Engineering, 2024, v. 19, n. 8, p. 1345, doi. 10.1002/tee.24085
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- Article