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— Unverified 0 A Review of Privacy-preserving Federated Learning for the Internet-of-Things Apr 24, 2020 BIG-bench Machine Learning Federated Learning
— Unverified 0 A review on different techniques used to combat the non-IID and heterogeneous nature of data in FL Jan 1, 2024 Federated Learning
— Unverified 0 Identifying Backdoor Attacks in Federated Learning via Anomaly Detection Feb 9, 2022 Anomaly Detection Federated Learning
— Unverified 0 A Robust Federated Learning Framework for Undependable Devices at Scale Dec 28, 2024 Federated Learning
— Unverified 0 Artificial Intelligence-Driven Clinical Decision Support Systems Jan 16, 2025 Fairness Federated Learning
— Unverified 0 Artificial Intelligence Driven UAV-NOMA-MEC in Next Generation Wireless Networks Jan 27, 2021 Edge-computing Federated Learning
— Unverified 0 Artificial Intelligence for Personalized Prediction of Alzheimer's Disease Progression: A Survey of Methods, Data Challenges, and Future Directions Apr 29, 2025 Causal Inference Federated Learning
— Unverified 0 Artificial Intelligence in Pediatric Echocardiography: Exploring Challenges, Opportunities, and Clinical Applications with Explainable AI and Federated Learning Nov 15, 2024 Decision Making Diagnostic
— Unverified 0 A Safe Deep Reinforcement Learning Approach for Energy Efficient Federated Learning in Wireless Communication Networks Aug 21, 2023 Deep Reinforcement Learning Federated Learning
— Unverified 0 A Safe Genetic Algorithm Approach for Energy Efficient Federated Learning in Wireless Communication Networks Jun 25, 2023 Federated Learning
— Unverified 0 A Secure Aggregation for Federated Learning on Long-Tailed Data Jul 17, 2023 Federated Learning
— Unverified 0 A Secure and Efficient Federated Learning Framework for NLP Jan 28, 2022 Federated Learning
— Unverified 0 A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications Apr 17, 2024 Federated Learning Privacy Preserving
— Unverified 0 A Secure Federated Learning Framework for Residential Short Term Load Forecasting Sep 29, 2022 Demand Forecasting Federated Learning
— Unverified 0 A Secure Federated Learning Framework for 5G Networks May 12, 2020 Federated Learning
— Unverified 0 A Secure Healthcare 5.0 System Based on Blockchain Technology Entangled with Federated Learning Technique Sep 16, 2022 Federated Learning Intrusion Detection
— Unverified 0 A Selective Homomorphic Encryption Approach for Faster Privacy-Preserving Federated Learning Jan 22, 2025 Computational Efficiency Diagnostic
— Unverified 0 A SER-based Device Selection Mechanism in Multi-bits Quantization Federated Learning Apr 20, 2024 Federated Learning Quantization
— Unverified 0 A Simple Data Augmentation for Feature Distribution Skewed Federated Learning Jun 14, 2023 Data Augmentation Federated Learning
— Unverified 0 A Snapshot of the Frontiers of Client Selection in Federated Learning Sep 27, 2022 Federated Learning Privacy Preserving
— Unverified 0 Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection May 31, 2025 Federated Learning parameter-efficient fine-tuning
— Unverified 0 A State Alignment-Centric Approach to Federated System Identification: The FedAlign Framework Mar 15, 2025 Federated Learning State Space Models
— Unverified 0 A Stochastic Gradient Langevin Dynamics Algorithm For Noise Intrinsic Federated Learning Jan 1, 2021 Federated Learning
— Unverified 0 A Study of Secure Algorithms for Vertical Federated Learning: Take Secure Logistic Regression as an Example Oct 30, 2024 Federated Learning Vertical Federated Learning
— Unverified 0 A study on performance limitations in Federated Learning Jan 7, 2025 Federated Learning
— Unverified 0 A Survey for Large Language Models in Biomedicine Aug 29, 2024 Diagnostic Drug Discovery
— Unverified 0 Towards Fairness-Aware Federated Learning Nov 2, 2021 Fairness Federated Learning
— Unverified 0 A Survey of Federated Evaluation in Federated Learning May 14, 2023 Federated Learning Survey
— Unverified 0 A Survey of Federated Learning for Connected and Automated Vehicles Mar 19, 2023 Federated Learning Motion Planning
— Unverified 0 A Survey of Learning-Based Intrusion Detection Systems for In-Vehicle Network May 15, 2025 Autonomous Vehicles Federated Learning
— Unverified 0 A Survey of Mobile Computing for the Visually Impaired Nov 25, 2018 BIG-bench Machine Learning Federated Learning
— Unverified 0 A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments Feb 22, 2025 Autonomous Vehicles Distributed Computing
— Unverified 0 A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective Feb 6, 2024 Federated Learning Survey
— Unverified 0 A Survey of Trustworthy Federated Learning with Perspectives on Security, Robustness, and Privacy Feb 21, 2023 Drug Discovery Federated Learning
— Unverified 0 A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency Jul 20, 2023 Federated Learning Privacy Preserving
— Unverified 0 A Survey on Blockchain-Based Federated Learning and Data Privacy Jun 29, 2023 Federated Learning Privacy Preserving
— Unverified 0 A Survey on Class Imbalance in Federated Learning Mar 21, 2023 Federated Learning Survey
— Unverified 0 A Survey on Cluster-based Federated Learning Jan 29, 2025 Federated Learning Privacy Preserving
— Unverified 0 A Survey on Decentralized Federated Learning Aug 8, 2023 Federated Learning Privacy Preserving
— Unverified 0 A Survey on Efficient Federated Learning Methods for Foundation Model Training Jan 9, 2024 Federated Learning parameter-efficient fine-tuning
— Unverified 0 A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things Apr 21, 2021 Edge-computing Federated Learning
— Unverified 0 A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions Apr 2, 2023 Drug Discovery Edge-computing
— Unverified 0 A Survey on Federated Learning in Human Sensing Jan 7, 2025 Federated Learning Survey
— Unverified 0 A Survey on Federated Recommendation Systems Dec 27, 2022 Federated Learning Recommendation Systems
— Unverified 0 A Survey on Heterogeneous Federated Learning Oct 10, 2022 Federated Learning Survey
— Unverified 0 A Survey on Model-based, Heuristic, and Machine Learning Optimization Approaches in RIS-aided Wireless Networks Mar 25, 2023 Federated Learning Graph Learning
— Unverified 0 A Survey on Participant Selection for Federated Learning in Mobile Networks Jul 8, 2022 Federated Learning Privacy Preserving
— Unverified 0 A Survey on Point-of-Interest Recommendation: Models, Architectures, and Security Oct 3, 2024 Decision Making Federated Learning
— Unverified 0 A Survey on Secure and Private Federated Learning Using Blockchain: Theory and Application in Resource-constrained Computing Mar 24, 2023 Distributed Computing Federated Learning
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