federated-learning

Documents about federated-learning

• Blockchain-Enabled: Multi-Layered Security Federated Learning Platform for Preserving Data Privacy#400662OpenAlex
• Spatiotemporal Continual Federated Learning for Agentic Multi-UAV Edge Networks: Mitigating Catastrophic Forgetting#797333arXiv (OAI Expanded)
• Spatiotemporal Continual Federated Learning for Agentic Multi-UAV Edge Networks: Mitigating Catastrophic Forgetting#798747arXiv (All)
• Blockchain and Federated Learning Synergy for Privacy-Focused DeepFex Solutions / edited by Abhishek Kumar, Dr. Priya Batta, T. Ananth Kumar, S. Oswalt Manoj#970283Deutsche Nationalbibliothek
• Federated Learning: A Survey on Enabling Technologies, Protocols, and Applications#976476OpenAlex
• Multi-modal federated learning with differential privacy for privacy-preserving healthcare AI#166586Springer Nature OA
• A scalable federated learning solution for secondary care using low-cost microcomputing: privacy-preserving development and evaluation of a COVID-19 screening test in UK hospitals.#303018Semantic Scholar
• Federated deep learning for distributed intrusion detection and privacy preservation in power networks#355768Springer Nature OA
• Correction: Deshmukh et al. Enhancing Privacy in IoT-Enabled Digital Infrastructure: Evaluating Federated Learning for Intrusion and Fraud Detection. Sensors 2025, 25, 3043.#415698NCBI PubMed Central
• Federated Learning in Adversarial Environments: Testbed Design and Poisoning Resilience in Cybersecurity#152997arXiv (OAI)
• Federated Learning for intrusion detection system: Concepts, challenges and future directions#199727OpenAlex
• Federated Learning for Privacy-Preserving: A Review of PII Data Analysis in Fintech#400419OpenAlex
• A Comprehensive Survey on Federated Learning Applications in Computational Mental Healthcare#679194OpenAlex
• Secure, privacy-preserving and federated machine learning in medical imaging#964635OpenAlex
• Systematic review of privacy-preserving Federated Learning in decentralized healthcare systems#964797OpenAlex
• FedASAP: Activation Statistics-driven Structured Adaptive Pruning for Efficient Personalized Federated Learning for Lesion Segmentation on brain MRI#1013253arXiv (All)
• Decentralized federated deep Q-learning for IoMT security: leveraging MK-VQFHE and blockchain with IPFS#147695Springer Nature OA
• Improving IoT security through an explainable hybrid CNN-transformer model and federated learning#233631Springer Nature OA
• A blockchain-assisted secure federated learning architecture for intrusion detection in internet of things networks#237353Springer Nature OA
• Privacy Preserving using Decentralized Federated Learning with Partial Dense-layer Weight Sharing#359183Springer Nature OA
• A systematic review of privacy-preserving methods deployed with blockchain and federated learning for the telemedicine#400523OpenAlex
• Adaptive context-aware hierarchical federated multi-agent reinforcement learning for scalable intrusion detection in industrial IoT#462553Springer Nature OA
• ZK-Trace: Certified Collusion Tracing with Zero-Knowledge Credentials for Federated GNSS Interference Monitoring#986401arXiv (All)
• MACHINE LEARNING APPROACHES FOR FRAUD DETECTION IN FINANCIAL NETWORKS#28968DataCite
• MACHINE LEARNING APPROACHES FOR FRAUD DETECTION IN FINANCIAL NETWORKS#28969DataCite
• A Survey on Attacks and Their Countermeasures in Deep Learning: Applications in Deep Neural Networks, Federated, Transfer, and Deep Reinforcement Learning.#489651DBLP
• Security and privacy of communication protocols for collaborative and fully distributed Vehicular Ad-hoc Networks (VANETs)#195738HAL (France)
• Federated Deep Learning for Cyber Security in the Internet of Things: Concepts, Applications, and Experimental Analysis#199670OpenAlex
• The need for multimodal health data modeling: A practical approach for a federated-learning healthcare platform#203205OpenAlex
• A novel intrusion detection system for IIoT in 5G networks using attention-augmented federated learning and lightweight transformer architectures#228818Springer Nature OA
• An explainable privacy-preserving method for mobile malware detection through federated machine learning#237350Springer Nature OA
• Artificial Intelligence and Big Data Integration: A Systematic Literature Review of Technological Trends, Ethical Challenges, and Future Directions#298176Zenodo (CERN)
• Resilient federated learning under data and system heterogeneity via genetic algorithm-based group client selection#406907Springer Nature OA
• The Landscape of Modern Machine Learning: A Review of Machine, Distributed and Federated Learning#491015OpenAIRE
• Leveraging cutting-edge technologies into energy management smart buildings: An era of revolution#142534HAL (France)
• Leveraging self attention driven gated recurrent unit with crocodile optimization algorithm for cyberattack detection using federated learning framework#199525OpenAlex
• Integration of Blockchain Technology and Federated Learning in Vehicular (IoT) Networks: A Comprehensive Survey#340956OpenAlex
• AdaDP-FedSec: adaptive differentially private federated learning with secure aggregation for multi-institutional English learner corpus collaborative training#470035Springer Nature OA
• Federated Learning in Smart Healthcare: A Comprehensive Review on Privacy, Security, and Predictive Analytics with IoT Integration#964717OpenAlex
• Fed fusion-IDS: a privacy-preserving federated intrusion detection system with multi-objective feature optimization and explainable deep learning#977392Springer Nature OA
• Pronósticos del consumo de agua a nivel de usuario residencial usando redes neuronales profundas sobre una arquitectura de aprendizaje federado para la optimización de un sistema de medición IoT#1055069Repositorio Institucional Javeriano
• A comprehensive survey on communication optimization and privacy preservation in federated learning#309954Springer Nature OA
• Differentially private federated adversarial learning–based intrusion prevention for V2X communications#419393Springer Nature OA
• Privacy Preservation in Federated Learning: An insightful survey from the GDPR Perspective#431425OpenAlex
• Sovereignty-Preserving AI Systems and Mechanisms: A Survey#12047DataCite
• Sovereignty-Preserving AI Systems and Mechanisms: A Survey#12048DataCite
• Adaptive model poisoning detection in federated learning for EV charging networks: a blockchain-anchored explainable AI approach#1020725Springer Nature OA
• Blockchain-enabled verifiable federated learning with multi-dimensional incentive and dynamic consensus for privacy-sensitive domains#309958Springer Nature OA
• Cross-silo federated learning for predicting successful mechanical ventilation weaning across 5 intensive care unit databases: retrospective database analysis / Seyedmostafa Sheikhalishahi, Mathias Kaspar, Johanna Schwinn, Matthaeus Morhart, Philipp Simon, Ludwig Christian Hinske#661753Deutsche Nationalbibliothek
• sPLINK: A Federated, Privacy-Preserving Tool as a Robust Alternative to Meta-Analysis in Genome-Wide Association Studies#964817OpenAlex