Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning Jun 25, 2024 Federated Learning image-classification
— Unverified Task-Agnostic Federated Learning Jun 25, 2024 Federated Learning Representation Learning
— Unverified Navigating High-Degree Heterogeneity: Federated Learning in Aerial and Space Networks Jun 25, 2024 Federated Learning
— Unverified Maze Discovery using Multiple Robots via Federated Learning Jun 25, 2024 Classification Federated Learning
— Unverified Robust Zero Trust Architecture: Joint Blockchain based Federated learning and Anomaly Detection based Framework Jun 24, 2024 Anomaly Detection Clustering
— Unverified Achieving Fairness Across Local and Global Models in Federated Learning Jun 24, 2024 Fairness Federated Learning
— Unverified Personalized federated learning based on feature fusion Jun 24, 2024 Federated Learning Personalized Federated Learning
— Unverified Federated Transfer Learning Aided Interference Classification in GNSS Signals Jun 23, 2024 Classification Federated Learning
— Unverified Semi-Variance Reduction for Fair Federated Learning Jun 23, 2024 Fairness Federated Learning
— Unverified Meta-FL: A Novel Meta-Learning Framework for Optimizing Heterogeneous Model Aggregation in Federated Learning Jun 23, 2024 Diversity Federated Learning
— Unverified Privacy Preserving Machine Learning for Electronic Health Records using Federated Learning and Differential Privacy Jun 23, 2024 Federated Learning Privacy Preserving
— Unverified Breaking Secure Aggregation: Label Leakage from Aggregated Gradients in Federated Learning Jun 22, 2024 Federated Learning Inference Attack
— Unverified Adaptive Digital Twin and Communication-Efficient Federated Learning Network Slicing for 5G-enabled Internet of Things Jun 22, 2024 Decision Making Demand Forecasting
— Unverified Federated Adversarial Learning for Robust Autonomous Landing Runway Detection Jun 22, 2024 Federated Learning Lane Detection
— Unverified Embracing Federated Learning: Enabling Weak Client Participation via Partial Model Training Jun 21, 2024 Federated Learning
— Unverified Privacy Preserved Blood Glucose Level Cross-Prediction: An Asynchronous Decentralized Federated Learning Approach Jun 21, 2024 Federated Learning Privacy Preserving
Code Code Available Tempora-Fusion: Time-Lock Puzzle with Efficient Verifiable Homomorphic Linear Combination Jun 21, 2024 Federated Learning
— Unverified Supersonic OT: Fast Unconditionally Secure Oblivious Transfer Jun 21, 2024 Federated Learning
— Unverified Rate-Splitting Multiple Access for Overloaded Multi-group Multicast: A First Experimental Study Jun 21, 2024 Fairness Federated Learning
— Unverified Towards Dynamic Resource Allocation and Client Scheduling in Hierarchical Federated Learning: A Two-Phase Deep Reinforcement Learning Approach Jun 21, 2024 CPU Deep Reinforcement Learning
— Unverified Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning Jun 20, 2024 Federated Learning Model Poisoning
Code Code Available Communication-efficient Vertical Federated Learning via Compressed Error Feedback Jun 20, 2024 Federated Learning Vertical Federated Learning
Code Code Available Communication-Efficient Byzantine-Resilient Federated Zero-Order Optimization Jun 20, 2024 Federated Learning
— Unverified CollaFuse: Collaborative Diffusion Models Jun 20, 2024 Edge-computing Federated Learning
Code Code Available FLoCoRA: Federated learning compression with low-rank adaptation Jun 20, 2024 Federated Learning Model Compression
Code Code Available DRACO: Decentralized Asynchronous Federated Learning over Row-Stochastic Wireless Networks Jun 19, 2024 Federated Learning
— Unverified Bayes' capacity as a measure for reconstruction attacks in federated learning Jun 19, 2024 Federated Learning Reconstruction Attack
— Unverified A Resource-Adaptive Approach for Federated Learning under Resource-Constrained Environments Jun 19, 2024 Diversity Fairness
— Unverified Federated Learning with a Single Shared Image Jun 18, 2024 Federated Learning Knowledge Distillation
Code Code Available Security and Privacy of 6G Federated Learning-enabled Dynamic Spectrum Sharing Jun 18, 2024 Federated Learning
— Unverified Synergizing Foundation Models and Federated Learning: A Survey Jun 18, 2024 Federated Learning Survey
Code Code Available BadSampler: Harnessing the Power of Catastrophic Forgetting to Poison Byzantine-robust Federated Learning Jun 18, 2024 Data Poisoning Federated Learning
— Unverified Low-Resource Machine Translation through the Lens of Personalized Federated Learning Jun 18, 2024 Federated Learning Machine Translation
Code Code Available Privacy Preserving Federated Learning in Medical Imaging with Uncertainty Estimation Jun 18, 2024 Federated Learning image-classification
Code Code Available UIFV: Data Reconstruction Attack in Vertical Federated Learning Jun 18, 2024 Federated Learning Reconstruction Attack
— Unverified SFedCA: Credit Assignment-Based Active Client Selection Strategy for Spiking Federated Learning Jun 18, 2024 Federated Learning
— Unverified Federated Learning with Limited Node Labels Jun 18, 2024 Federated Learning Node Classification
— Unverified Update Selective Parameters: Federated Machine Unlearning Based on Model Explanation Jun 18, 2024 Federated Learning Machine Unlearning
— Unverified Training Diffusion Models with Federated Learning Jun 18, 2024 Denoising Federated Learning
— Unverified Federated Face Forgery Detection Learning with Personalized Representation Jun 17, 2024 Federated Learning Personalized Federated Learning
Code Code Available Pre-Training and Personalized Fine-Tuning via Over-the-Air Federated Meta-Learning: Convergence-Generalization Trade-Offs Jun 17, 2024 Federated Learning Meta-Learning
— Unverified Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification Jun 17, 2024 Active Learning Federated Learning
— Unverified Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutions Jun 16, 2024 Federated Learning Knowledge Distillation
— Unverified Federated Learning Optimization: A Comparative Study of Data and Model Exchange Strategies in Dynamic Networks Jun 16, 2024 Federated Learning Transfer Learning
— Unverified Leveraging Foundation Models for Multi-modal Federated Learning with Incomplete Modality Jun 16, 2024 Federated Learning Image-text Classification
— Unverified When NOMA Meets AIGC: Enhanced Wireless Federated Learning Jun 16, 2024 Federated Learning
— Unverified Linkage on Security, Privacy and Fairness in Federated Learning: New Balances and New Perspectives Jun 16, 2024 Fairness Federated Learning
— Unverified Promoting Data and Model Privacy in Federated Learning through Quantized LoRA Jun 16, 2024 Federated Learning parameter-efficient fine-tuning
— Unverified Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models Jun 15, 2024 Federated Learning Language Modelling
— Unverified Privacy-Preserving Heterogeneous Federated Learning for Sensitive Healthcare Data Jun 15, 2024 Federated Learning Privacy Preserving
— Unverified 