FLARE: A New Federated Learning Framework with Adjustable Learning Rates over Resource-Constrained Wireless Networks Apr 23, 2024 Federated Learning Scheduling
— Unverified Leverage Variational Graph Representation For Model Poisoning on Federated Learning Apr 23, 2024 Federated Learning Model Poisoning
Code Code Available Distributed Learning for Wi-Fi AP Load Prediction Apr 22, 2024 Federated Learning Knowledge Distillation
— Unverified Dual Model Replacement:invisible Multi-target Backdoor Attack based on Federal Learning Apr 22, 2024 Backdoor Attack Data Poisoning
— Unverified Poisoning Attacks on Federated Learning-based Wireless Traffic Prediction Apr 22, 2024 Autonomous Vehicles Federated Learning
— Unverified Adaptive Heterogeneous Client Sampling for Federated Learning over Wireless Networks Apr 22, 2024 Federated Learning
Code Code Available Apodotiko: Enabling Efficient Serverless Federated Learning in Heterogeneous Environments Apr 22, 2024 CPU Federated Learning
— Unverified Fair Concurrent Training of Multiple Models in Federated Learning Apr 22, 2024 Fairness Federated Learning
— Unverified Machine Learning Techniques for MRI Data Processing at Expanding Scale Apr 22, 2024 Federated Learning Representation Learning
— Unverified FedTAD: Topology-aware Data-free Knowledge Distillation for Subgraph Federated Learning Apr 22, 2024 Data-free Knowledge Distillation Federated Learning
— Unverified FedMPQ: Secure and Communication-Efficient Federated Learning with Multi-codebook Product Quantization Apr 21, 2024 Federated Learning Quantization
— Unverified FedTrans: Efficient Federated Learning via Multi-Model Transformation Apr 21, 2024 Federated Learning
— Unverified A SER-based Device Selection Mechanism in Multi-bits Quantization Federated Learning Apr 20, 2024 Federated Learning Quantization
— Unverified PAFedFV: Personalized and Asynchronous Federated Learning for Finger Vein Recognition Apr 20, 2024 Federated Learning Finger Vein Recognition
— Unverified EHRFL: Federated Learning Framework for Institution-Specific Model Construction using Electronic Health Records Apr 20, 2024 Federated Learning
Code Code Available Breaking the Memory Wall for Heterogeneous Federated Learning via Progressive Training Apr 20, 2024 Federated Learning
— Unverified Intelligent Agents for Auction-based Federated Learning: A Survey Apr 20, 2024 Federated Learning Survey
— Unverified Collaborative Visual Place Recognition through Federated Learning Apr 20, 2024 Contrastive Learning Federated Learning
— Unverified Personalized Wireless Federated Learning for Large Language Models Apr 20, 2024 Federated Learning
— Unverified MultiConfederated Learning: Inclusive Non-IID Data handling with Decentralized Federated Learning Apr 20, 2024 Federated Learning Privacy Preserving
— Unverified End-to-End Verifiable Decentralized Federated Learning Apr 19, 2024 Federated Learning
Code Code Available CaBaFL: Asynchronous Federated Learning via Hierarchical Cache and Feature Balance Apr 19, 2024 Federated Learning
— Unverified KoReA-SFL: Knowledge Replay-based Split Federated Learning Against Catastrophic Forgetting Apr 19, 2024 Federated Learning
— Unverified Towards Multi-modal Transformers in Federated Learning Apr 18, 2024 Federated Learning Privacy Preserving
Code Code Available KDk: A Defense Mechanism Against Label Inference Attacks in Vertical Federated Learning Apr 18, 2024 Federated Learning Knowledge Distillation
— Unverified One-Shot Sequential Federated Learning for Non-IID Data by Enhancing Local Model Diversity Apr 18, 2024 Diversity Federated Learning
Code Code Available FedEval-LLM: Federated Evaluation of Large Language Models on Downstream Tasks with Collective Wisdom Apr 18, 2024 Federated Learning Privacy Preserving
— Unverified FedEGG: Federated Learning with Explicit Global Guidance Apr 18, 2024 Federated Learning Privacy Preserving
— Unverified FCNCP: A Coupled Nonnegative CANDECOMP/PARAFAC Decomposition Based on Federated Learning Apr 18, 2024 EEG ERP
— Unverified FedMID: A Data-Free Method for Using Intermediate Outputs as a Defense Mechanism Against Poisoning Attacks in Federated Learning Apr 18, 2024 Federated Learning
— Unverified FedFa: A Fully Asynchronous Training Paradigm for Federated Learning Apr 17, 2024 Federated Learning
— Unverified Improved Generalization Bounds for Communication Efficient Federated Learning Apr 17, 2024 Federated Learning Generalization Bounds
— Unverified A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications Apr 17, 2024 Federated Learning Privacy Preserving
— Unverified Lightweight Unsupervised Federated Learning with Pretrained Vision Language Model Apr 17, 2024 Federated Learning Language Modeling
— Unverified A Federated Learning Approach to Privacy Preserving Offensive Language Identification Apr 17, 2024 Federated Learning Language Identification
— Unverified FedPFT: Federated Proxy Fine-Tuning of Foundation Models Apr 17, 2024 Federated Learning
Code Code Available Personalized Federated Learning via Stacking Apr 16, 2024 Federated Learning Personalized Federated Learning
Code Code Available Unsupervised Speaker Diarization in Distributed IoT Networks Using Federated Learning Apr 16, 2024 Change Detection Federated Learning
— Unverified Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning Apr 16, 2024 Federated Learning Multi-agent Reinforcement Learning
— Unverified Privacy-Enhanced Training-as-a-Service for On-Device Intelligence: Concept, Architectural Scheme, and Open Problems Apr 16, 2024 Federated Learning Privacy Preserving
— Unverified Confidential Federated Computations Apr 16, 2024 Federated Learning
Code Code Available A Phone-based Distributed Ambient Temperature Measurement System with An Efficient Label-free Automated Training Strategy Apr 16, 2024 Federated Learning Meta-Learning
— Unverified FEDSTR: Money-In AI-Out | A Decentralized Marketplace for Federated Learning and LLM Training on the NOSTR Protocol Apr 15, 2024 Federated Learning
— Unverified Federated Learning on Riemannian Manifolds with Differential Privacy Apr 15, 2024 Federated Learning
— Unverified Empowering Federated Learning with Implicit Gossiping: Mitigating Connection Unreliability Amidst Unknown and Arbitrary Dynamics Apr 15, 2024 Federated Learning
— Unverified Distributed Federated Learning-Based Deep Learning Model for Privacy MRI Brain Tumor Detection Apr 15, 2024 Diagnostic Federated Learning
— Unverified FedP3: Federated Personalized and Privacy-friendly Network Pruning under Model Heterogeneity Apr 15, 2024 Federated Learning Network Pruning
— Unverified Unsupervised Federated Optimization at the Edge: D2D-Enabled Learning without Labels Apr 15, 2024 Contrastive Learning Federated Learning
— Unverified Communication-Efficient Hybrid Federated Learning for E-health with Horizontal and Vertical Data Partitioning Apr 15, 2024 Federated Learning Vertical Federated Learning
— Unverified Hybrid FedGraph: An efficient hybrid federated learning algorithm using graph convolutional neural network Apr 15, 2024 Federated Learning
— Unverified 