federated-learning

Documents about federated-learning

• Secure Federated Learning With Fully Homomorphic Encryption for IoT Communications#478099CiNii
• OmniMed-FL: A Robust Multimodal Federated Learning Framework for Clinical Diagnosis#997254arXiv (All)
• Opinion Dynamics-based Coalition Formation for Federated Learning in Heterogeneous IoT Systems#1014283arXiv (All)
• QoS-Aware Federated Learning for Multimodal In-Cabin Interaction in Smart Vehicles#1033898arXiv (All)
• FEXGBIDS: Federated XGBoost-Based Intrusion Detection System for In-Vehicle Network#20593DOAJ
• Understanding Communication Backends in Cross-Silo Federated Learning#10315arXiv CS
• FEDERATED LEARNING TECHNIQUES FOR SECURE AI MODEL TRAINING IN FINTECH#100161PhilArchive
• Decentralized AI for Secure IoT: Federated Learning Meets Intrusion Detection#105139PhilArchive
• SoK: Understanding backdoor attacks & defenses in federated learning#151859HAL (France)
• PERFECT: Personalized Federated Learning for CBRS Radar Detection#155188arXiv CS
• Federated learning privacy incentives: Reverse auctions and negotiations#177240Semantic Scholar
• Advances and Open Problems in Federated Learning#177242Semantic Scholar
• Federated Learning: Challenges, Methods, and Future Directions#177243Semantic Scholar
• A Comprehensive Survey of Privacy-preserving Federated Learning#177267Semantic Scholar
• Federated learning and differential privacy for medical image analysis#177282Semantic Scholar
• Advancements in Federated Learning: Models, Methods, and Privacy#177304Semantic Scholar
• One-shot Empirical Privacy Estimation for Federated Learning#177305Semantic Scholar
• Privacy-Preserving Aggregation in Federated Learning: A Survey#177318Semantic Scholar
• Visual Object Detection for Privacy-Preserving Federated Learning#196247Semantic Scholar
• FedQHD: Closed-Form Function-Space Federated Reinforcement Learning#238573arXiv CS
• Boosting Multimodal Federated Learning via Chained Modality Optimization#246508arXiv CS
• Federated Learning on Non-IID Data: A Survey#263752Semantic Scholar
• FoggyTrust: Robust Federated Learning with Hierarchical Trust Networks#319650arXiv CS
• Exploring privacy mechanisms and metrics in federated learning#341894Semantic Scholar
• A survey of security threats in federated learning#341906Semantic Scholar
• Federated Learning Architecture: Data Privacy and System Security Approaches#361406arXiv CS
• SoK: Federated Learning for Intrusion Detection in Vehicular Networks#363177arXiv CS
• Could Model Partitioning Make Federated Learning More Sustainable?#458254arXiv CS
• Stitch the Fragments: One-Shot Hierarchical Federated Clustering#613926arXiv (OAI Expanded)
• Stitch the Fragments: One-Shot Hierarchical Federated Clustering#614893arXiv (All)
• Emulating Heterogeneous Client Execution in Federated Learning#820351arXiv (All)
• SAGE: Optimal-Stopping Peer Selection for Decentralised Federated Learning#1028661arXiv CS
• An efficient trustworthy cyberattack defence mechanism system for self guided federated learning framework using attention induced deep convolution neural networks#20601DOAJ
• Enhanced federated learning for intelligent energy management in IoT enabled smart buildings#157524HAL (France)
• Development of Decentralized Architectures to Enhance Efficiency and Trust in Beef Production Systems using Internet of Things, Federated Learning, and Blockchain#200333Figshare
• Integration of Federated Learning and Blockchain in Health Care: Tutorial on Medical Data, Architectures, Privacy, Security, and Regulatory Compliance.#285524PubMed
• Federated learning with differential privacy for breast cancer diagnosis enabling secure data sharing and model integrity#400615OpenAlex
• Learning Locally, Revising Globally: Global Reviser for Federated Learning with Noisy Labels#189226arXiv (OAI)
• Impact of Aggregation Functions and Learning Settings in Privacy-Preserving Federated Learning for Skin Cancer Detection.#630861NCBI PubMed Central
• Federated Learning for Thoracic Disease Classification Using Convolutional Neural Networks and Differential Privacy.#151448NCBI PubMed Central
• Federated learning's uncomfortable truth: why human networks matter more than neural networks.#220975NCBI PubMed Central
• Federated Learning with Differential Privacy for Ultrasound Breast Cancer Classification: An Empirical Study.#232338NCBI PubMed Central
• Security Analysis of a Federated Learning Framework for Medical Image-to-Image Translation.#345195NCBI PubMed Central
• FuzzyFed-CNN: secure and explainable multimodal federated learning for early Alzheimer's diagnosis.#358310NCBI PubMed Central
• A Systematic Review on Hybrid AI Models Integrating Machine Learning and Federated Learning#382977Semantic Scholar
• Learning Color Grading, No Photo Sharing: Federated Aesthetic Preference Learning for Personalized Image Enhancement#414081arXiv CS
• Federated learning for privacy-preserving ophthalmic artificial intelligence: clinical applications and translational challenges.#452858NCBI PubMed Central
• FedADB: Class Anchor-Driven Dual-Branch Federated Learning for Mitigating Forgetting#614315arXiv (OAI Expanded)
• FedADB: Class Anchor-Driven Dual-Branch Federated Learning for Mitigating Forgetting#615282arXiv (All)
• FedDRAW: Federated Dual Reputation Annealing Weighting for Heterogeneous Multi-Institutional Chest Radiograph Classification#660810arXiv CS