federated-learning

Documents about federated-learning

• Distributionally Robust Federated Learning with Multi-Source Data#1034317arXiv (All)
• Provable Sparse Inversion and Token Relabel Enhanced One-shot Federated Learning with ViTs#175283arXiv CS
• FedDOSE: Federated Learning Framework Decomposing Site Effects for Modeling Brain Dynamic Functional Connectivity#440361arXiv CS
• Modified Artificial Bee Colony Based Feature Optimized Federated Learning for Heart Disease Diagnosis in Healthcare#348492OpenAlex
• FEDERATED NEUROMORPHIC INTELLIGENCE: ADVANCING ROBUSTNESS, EFFICIENCY, AND CONTINUAL ADAPTATION IN EDGE ENVIRONMENTS#226453DigitalCommons@Kennesaw State University
• Cyber Threat Intelligence Sharing Scheme Based on Federated Learning for Network Intrusion Detection#255620OpenAlex
• Privacy-preserving edge federated learning for intelligent mobile-health systems#400529OpenAlex
• In the Pursuit of Privacy: The Promises and Predicaments of Federated Learning in Healthcare#679272OpenAlex
• A multi-objective approach for communication reduction in federated learning under devices heterogeneity constraints#983903HAL (France)
• Enhancing federated learning for IoT-based anomaly detection: A reputation-based client selection approach#20542DOAJ
• Next-Generation Federated Learning: Overcoming Privacy and Scalability Challenges for#76172PhilArchive
• Collaborative Anomaly Detection in IoT Using Federated Deep Learning#87409PhilArchive
• Federated Retrieval Learning for Distributed Data Systems#106138PhilArchive
• Federated Learning with Non-IID Data#177246Semantic Scholar
• Enhancing Privacy-Preserving Intrusion Detection through Federated Learning#177291Semantic Scholar
• Turning Privacy-preserving Mechanisms against Federated Learning#177333Semantic Scholar
• FLAIR: Distributed Federated Learning with Dynamic Clustering#346475arXiv CS
• Enhancing Federated Learning Privacy Through Encrypted Computation#361191Semantic Scholar
• Federated Learning for Cybersecurity: A Privacy-Preserving Approach#379696Semantic Scholar
• GQ-FSL: Green Quantized Federated Split Learning#422219arXiv CS
• Hierarchical Multi-Task Federated Learning in VANETs#441735arXiv CS
• Privacy-Preserving Federated Learning using Flower Framework#447733Semantic Scholar
• Eleven quick tips for Biomedical Federated Learning.#479154NCBI PubMed Central
• Federated Causal Discovery via Regression-Directed Cumulants#926597arXiv (All)
• Pushing the (Decision) Boundaries: Dynamically Calibrating Differentially Private Noise to Explainability in Federated Learning#639685arXiv CS
• Adaptive federated reinforcement learning for critical realtime communications in UAV assisted vehicular networks#231600HAL (France)
• HEAL: Resilient and Self-* Hub-based Learning#227010HAL (France)
• Biased Federated Learning under Wireless Heterogeneity#144261arXiv (OAI)
• FLOSS: Federated Learning with Opt-Out and Straggler Support#158756arXiv (OAI)
• FedUP: One-Shot Federated Unlearning via Centroid-Guided Plug-in Filters#303230arXiv CS
• Federated Learning; Privacy Preserving Machine Learning for Decentralized Data#341888Semantic Scholar
• Federated Learning for Object Detection: Enabling Collaborative Drone Learning Without Centralizing Data#343454arXiv CS
• Landscape of machine learning evolution: privacy-preserving federated learning frameworks and tools#361192Semantic Scholar
• FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning#430486KOASAS: KAIST Open Access Self-Archiving System
• FedImp: Enhancing Federated Learning Convergence with Impurity-Based Weighting#609091arXiv (OAI Expanded)
• HeteRo-Select: Informativeness as the Participation Driver in Heterogeneous Federated Learning#627944arXiv (OAI Expanded)
• HeteRo-Select: Informativeness as the Participation Driver in Heterogeneous Federated Learning#629806arXiv (All)
• Communication-Efficient Personalized Federated Learning via Layer-Wise Multi-Threshold Random Sketching#971495arXiv (All)
• PACE: Propagation-Aware Collaborative Correction for One-Shot Personalized Federated Graph Learning#971497arXiv (All)
• Structural Entropy-Driven Graph Diffusion Generation for One-Shot Federated Graph Learning#974071arXiv (All)
• Influence-Oriented Personalized Federated Learning#987386arXiv (All)
• A Federated Artificial Intelligence Framework for Optimizing Pancreatic Cancer Treatment - Strategy Update#1028701arXiv CS
• Tackling Feature-Classifier Mismatch in Federated Learning via Prompt-Driven Feature Transformation#1037672arXiv (All)
• Identifying significant features in adversarial attack detection framework using federated learning empowered medical IoT network security#20602DOAJ
• MFedBN: Tackling Data Heterogeneity with Gradient-Based Aggregation and Advanced Distribution Skew Modeling#20604DOAJ
• Privacy-preserving federated machine learning on FAIR health data: A real-world application#404537OpenAlex
• A Survey on Securing Federated Learning: Analysis of Applications, Attacks, Challenges, and Trends#679331OpenAlex
• FedCVESA: Taking Away Training Data in Federated Learning via Correlation Value Encoding and Segmented Aggregation#349656arXiv CS
• Federated Learning: Privacy-Preserving Machine Learning in Distributed Systems#99863PhilArchive
• Taming Noise-Induced Prototype Degradation for Privacy-Preserving Personalized Federated Fine-Tuning#146954arXiv CS