Data-Free Distillation Improves Efficiency and Privacy in Federated Thorax Disease Analysis Oct 22, 2023 Federated Learning Privacy Preserving
— Unverified The Hidden Adversarial Vulnerabilities of Medical Federated Learning Oct 21, 2023 Federated Learning Medical Image Analysis
— Unverified Goal-oriented Communications for the IoT: System Design and Adaptive Resource Optimization Oct 21, 2023 Federated Learning
— Unverified Filling the Missing: Exploring Generative AI for Enhanced Federated Learning over Heterogeneous Mobile Edge Devices Oct 21, 2023 Data Augmentation Federated Learning
— Unverified Competitive Advantage Attacks to Decentralized Federated Learning Oct 20, 2023 Federated Learning
— Unverified pFedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning Oct 20, 2023 Federated Learning Personalized Federated Learning
— Unverified VFedMH: Vertical Federated Learning for Training Multiple Heterogeneous Models Oct 20, 2023 Federated Learning Vertical Federated Learning
— Unverified An Efficient Federated Learning Framework for Training Semantic Communication System Oct 20, 2023 Federated Learning Semantic Communication
— Unverified FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows Oct 20, 2023 Federated Learning Graph Neural Network
Code Code Available Can We Trust the Similarity Measurement in Federated Learning? Oct 20, 2023 Federated Learning Model Poisoning
— Unverified BRFL: A Blockchain-based Byzantine-Robust Federated Learning Model Oct 20, 2023 Federated Learning
— Unverified DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset Oct 20, 2023 Federated Learning Navigate
— Unverified A Distributed Approach to Meteorological Predictions: Addressing Data Imbalance in Precipitation Prediction Models through Federated Learning and GANs Oct 19, 2023 Data Augmentation Federated Learning
— Unverified Fact-based Agent modeling for Multi-Agent Reinforcement Learning Oct 18, 2023 Federated Learning Multi-agent Reinforcement Learning
— Unverified Effective and Efficient Federated Tree Learning on Hybrid Data Oct 18, 2023 Federated Learning
— Unverified Equipping Federated Graph Neural Networks with Structure-aware Group Fairness Oct 18, 2023 Fairness Federated Learning
Code Code Available On the Distributed Evaluation of Generative Models Oct 18, 2023 Avg Federated Learning
— Unverified Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence Oct 18, 2023 Cloud Computing Diagnostic
— Unverified Adversarial Robustness Unhardening via Backdoor Attacks in Federated Learning Oct 17, 2023 Adversarial Robustness Federated Learning
— Unverified Federated Learning with Nonvacuous Generalisation Bounds Oct 17, 2023 Federated Learning
— Unverified Whole-brain radiomics for clustered federated personalization in brain tumor segmentation Oct 17, 2023 Brain Tumor Segmentation Federated Learning
Code Code Available Over-the-Air Federated Learning and Optimization Oct 16, 2023 Federated Learning
— Unverified Federated Learning with Convex Global and Local Constraints Oct 16, 2023 Fairness Federated Learning
Code Code Available Survey of Vulnerabilities in Large Language Models Revealed by Adversarial Attacks Oct 16, 2023 Adversarial Attack Federated Learning
— Unverified Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates Oct 15, 2023 Distributed Optimization Federated Learning
Code Code Available Federated Reinforcement Learning for Resource Allocation in V2X Networks Oct 15, 2023 Federated Learning reinforcement-learning
— Unverified Federated Multi-Objective Learning Oct 15, 2023 Federated Learning Multi-Task Learning
— Unverified FLrce: Resource-Efficient Federated Learning with Early-Stopping Strategy Oct 15, 2023 Deep Learning Federated Learning
Code Code Available A Blockchain-empowered Multi-Aggregator Federated Learning Architecture in Edge Computing with Deep Reinforcement Learning Optimization Oct 14, 2023 Deep Reinforcement Learning Edge-computing
— Unverified Multimodal Federated Learning in Healthcare: a Review Oct 14, 2023 Federated Learning
— Unverified PAGE: Equilibrate Personalization and Generalization in Federated Learning Oct 13, 2023 Federated Learning
— Unverified PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning Oct 13, 2023 Federated Learning
— Unverified Federated Class-Incremental Learning with Prompting Oct 13, 2023 class-incremental learning Class Incremental Learning
— Unverified Federated Meta-Learning for Few-Shot Fault Diagnosis with Representation Encoding Oct 13, 2023 Diagnostic Fault Diagnosis
— Unverified Price of Stability in Quality-Aware Federated Learning Oct 13, 2023 Denoising Federated Learning
— Unverified Tackling Heterogeneity in Medical Federated learning via Vision Transformers Oct 13, 2023 Federated Learning
— Unverified A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification Oct 12, 2023 Federated Learning Quantization
— Unverified Achieving Linear Speedup with ProxSkip in Distributed Stochastic Optimization Oct 12, 2023 Distributed Optimization Federated Learning
— Unverified Fed-Safe: Securing Federated Learning in Healthcare Against Adversarial Attacks Oct 12, 2023 Federated Learning Medical Image Analysis
— Unverified Sentinel: An Aggregation Function to Secure Decentralized Federated Learning Oct 12, 2023 Federated Learning Management
— Unverified 2SFGL: A Simple And Robust Protocol For Graph-Based Fraud Detection Oct 12, 2023 Federated Learning Fraud Detection
— Unverified Histopathological Image Classification and Vulnerability Analysis using Federated Learning Oct 11, 2023 Classification Data Poisoning
— Unverified FedSym: Unleashing the Power of Entropy for Benchmarking the Algorithms for Federated Learning Oct 11, 2023 Benchmarking Diversity
— Unverified RaftFed: A Lightweight Federated Learning Framework for Vehicular Crowd Intelligence Oct 11, 2023 Federated Learning Privacy Preserving
— Unverified Advocating for the Silent: Enhancing Federated Generalization for Non-Participating Clients Oct 11, 2023 Federated Learning Generalization Bounds
— Unverified The Implications of Decentralization in Blockchained Federated Learning: Evaluating the Impact of Model Staleness and Inconsistencies Oct 11, 2023 Federated Learning
— Unverified Asynchronous Federated Learning with Incentive Mechanism Based on Contract Theory Oct 10, 2023 Federated Learning
— Unverified HoloFed: Environment-Adaptive Positioning via Multi-band Reconfigurable Holographic Surfaces and Federated Learning Oct 10, 2023 Federated Learning Position
— Unverified Federated Quantum Machine Learning with Differential Privacy Oct 10, 2023 Binary Classification Federated Learning
— Unverified Exploring adversarial attacks in federated learning for medical imaging Oct 10, 2023 Federated Learning Medical Image Analysis
— Unverified 