federated-learning

Documents about federated-learning

• Privacy-Preserving Heterogeneous Multi-LLM Federated Inference for Cognitive Diagnosis#925330arXiv (All)
• Novel Methods for Catheter and Guidewire Segmentation in X-ray Fluoroscopy under a Federated Learning Setting#974955arXiv (All)
• NEXUS-MI: Communication-Aware Federated Personalization for Gateway-Coordinated Motor-Imagery Brain-Computer Interfaces#996607arXiv (All)
• Explanation-Guided Federated Deep Reinforcement Learning for Joint Resource Allocation and Scheduling in 6G in-X Subnetworks#1050288arXiv (All)
• FedMust: Semi-supervised Multi-task Student-Teacher Federated Learning for Multi-organ CT Segmentation#1051036arXiv (All)
• FedHGCDroid: An Adaptive Multi-Dimensional Federated Learning for Privacy-Preserving Android Malware Classification#443336OpenAlex
• An Efficient Privacy-Enhancing Cross-Silo Federated Learning and Applications for False Data Injection Attack Detection in Smart Grids#177297Semantic Scholar
• Cloud assisted blockchain-enabled split federated learning framework for security and privacy-preserving of IoMT in healthcare 5.0.#214217NCBI PubMed Central
• Federated learning-enabled privacy-preserving framework for seizure forecasting and affective state analysis using multi-modal EEG-ECG data.#340628NCBI PubMed Central
• Enhanced Security and Privacy via Fragmented Federated Learning#400577OpenAlex
• Privacy preservation of EHR by data anonymization and federated learning for IoT based smart city application in healthcare.#440789NCBI PubMed Central
• A hierarchical federated learning framework with FedNova, game-theoretic matching, and QKD-assisted privacy for the internet of vehicles.#450117NCBI PubMed Central
• Evaluation of the SMS-ICU score for multicontinental use: A federated external validation study using critical care registry data.#480846NCBI PubMed Central
• FedGAT: a backdoor attack based on global model feedback optimized triggers in federated learning#481223Springer Nature OA
• PAS-QFL: Personalized Ansatz Selection for Quantum Federated Learning under Client Data Heterogeneity#610954arXiv (OAI Expanded)
• PAS-QFL: Personalized Ansatz Selection for Quantum Federated Learning under Client Data Heterogeneity#612431arXiv (All)
• Differentially private federated learning with Byzantine-robust aggregation: A cross-domain framework for secure model training in banking and healthcare systems#639623arXiv CS
• Thermo-FL: Thermal-Aware Robust Federated Fine-Tuning of Large Language Models for Edge AI#661450arXiv (OAI Expanded)
• Thermo-FL: Thermal-Aware Robust Federated Fine-Tuning of Large Language Models for Edge AI#662500arXiv (All)
• Efficiency of Federated Learning and Blockchain in Preserving Privacy and Enhancing the Performance of Credit Card Fraud Detection (CCFD) Systems#673251Semantic Scholar
• Federated Multi-Task Learning for Bladder Tumor Segmentation and MIBC Classification Using a Hybrid CNN-Transformer Architecture#799659arXiv (All)
• Complexity and Scale in AI-Assisted Workflow Management: A Federated Learning Case Study#986277arXiv (All)
• Feature Suppression and Differential Privacy for Residential Traffic Classification: A Two-Home Federated Study#1049260arXiv (All)
• Data-driven predictive maintenance of induction motors using self-supervised and federated learning on noisy current and vibration signals.#236335NCBI PubMed Central
• Integration of Federated Learning and Blockchain in Health Care: Tutorial on Medical Data, Architectures, Privacy, Security, and Regulatory Compliance.#285047NCBI PubMed Central
• Federated Learning and Data Privacy: A Review of Challenges and Opportunities#481126OpenAlex
• Decentralized Pliable Index Coding for Federated Learning in Intelligent Transportation Systems.#489687DBLP
• CoM$^3$eT: A foundation model for medical image analysis through federated, multidimensional context integration#618994arXiv (OAI Expanded)
• CoM$^3$eT: A foundation model for medical image analysis through federated, multidimensional context integration#620673arXiv (All)
• Adaptive Beam Hopping and Power Control for Dual-Layer Over-the-Air Online Federated Learning in LEO Satellite Networks#925563arXiv (All)
• Federated Binary Gating with Server-Side Vision-Language Inference for Surveillance Anomaly Classification#984329arXiv (All)
• FKD-Med: Privacy-Aware, Communication-Optimized Medical Image Segmentation via Federated Learning and Model Lightweighting Through Knowledge Distillation#679307OpenAlex
• Decentralized Rank Scheduling for Energy-Constrained Multi-Task Federated Fine-Tuning in Edge-Assisted IoV Networks#144344arXiv (OAI)
• A Survey on Heterogeneity Taxonomy, Security and Privacy Preservation in the Integration of IoT, Wireless Sensor Networks and Federated Learning#177257Semantic Scholar
• Ethical Considerations in Patient Privacy and Data Handling for AI in Cardiovascular Imaging and Radiology.#263325PubMed
• FlexP-SFT: A Flexible Aggregation-Free Framework for On-Device Personalized Split Federated Fine-Tuning of LLMs#821402arXiv (All)
• Privacy, Robustness, and Fairness Trade-offs in Federated Intrusion Detection: Geometric Indistinguishability at the Aggregation Interface#926341arXiv (All)
• Federated Soft Clustering via Generalized Total Variation Minimization#1013802arXiv (All)
• A Spatio-Temporal Transformer-Based Approach for Network Attack Detection#1042828ARPHA OAI-PMH Endpoint
• A Bibliometric Analysis of Research on the Convergence of Artificial Intelligence and Blockchain in Smart Cities#151874HAL (France)
• Multi-center Medical Data Mining with FL-Net - A One-stop Shop for Federated Learning#1034452arXiv (All)
• Federated learning improves site performance in multicenter deep learning without data sharing#619886eScholarship
• AI-Powered Smart Grids in the 6G Era: A Comprehensive Survey on Security and Intelligent Energy Systems#20522DOAJ
• Enhancing IoT network security using privacy-preserving federated learning#248678Springer Nature OA
• Federated deep reinforcement learning with transformer-based anomaly detection for cybersecurity in next-generation agricultural IoT networks#313477Springer Nature OA
• Federated Learning for Privacy-Preserved Medical Internet of Things#400587OpenAlex
• FedCogniBand: cognition-aware predictive bandwidth allocation for communication-limited federated learning#437856Springer Nature OA
• Integrated design of an efficient multi spectral imaging and federated learning framework for precision crop disease diagnosis in low-resource farming communities.#446331NCBI PubMed Central
• Privacy-preserving clustered federated learning via differential privacy and homomorphically encrypted prototypes#390118Springer Nature OA
• IOTFLA : A Secured and Privacy-Preserving Smart Home Architecture Implementing Federated Learning#400468OpenAlex