PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training May 11, 2023 Federated Learning Graph Learning
— Unverified Spectrum Breathing: Protecting Over-the-Air Federated Learning Against Interference May 10, 2023 Federated Learning
— Unverified FedDWA: Personalized Federated Learning with Dynamic Weight Adjustment May 10, 2023 Federated Learning Personalized Federated Learning
Code Code Available Securing Distributed SGD against Gradient Leakage Threats May 10, 2023 Federated Learning
Code Code Available FedSOV: Federated Model Secure Ownership Verification with Unforgeable Signature May 10, 2023 Federated Learning
— Unverified Self-Supervised Federated Learning for Fast MR Imaging May 10, 2023 Federated Learning Image Reconstruction
— Unverified Semi-Supervised Federated Learning for Keyword Spotting May 9, 2023 Federated Learning Keyword Spotting
Code Code Available BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning May 9, 2023 Bayesian Optimization Federated Learning
— Unverified Turning Privacy-preserving Mechanisms against Federated Learning May 9, 2023 Federated Learning Privacy Preserving
— Unverified Survey of Federated Learning Models for Spatial-Temporal Mobility Applications May 9, 2023 Community Detection Federated Learning
— Unverified Multi-Tier Hierarchical Federated Learning-assisted NTN for Intelligent IoT Services May 9, 2023 Federated Learning Management
— Unverified FedPDD: A Privacy-preserving Double Distillation Framework for Cross-silo Federated Recommendation May 9, 2023 Federated Learning Privacy Preserving
— Unverified Collaborative Chinese Text Recognition with Personalized Federated Learning May 9, 2023 Federated Learning Personalized Federated Learning
— Unverified FedGT: Identification of Malicious Clients in Federated Learning with Secure Aggregation May 9, 2023 Data Poisoning Federated Learning
— Unverified Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts May 8, 2023 Federated Learning
— Unverified Blockchained Federated Learning for Internet of Things: A Comprehensive Survey May 8, 2023 Federated Learning Management
— Unverified Federated Learning in Wireless Networks via Over-the-Air Computations May 8, 2023 Federated Learning
— Unverified FedHB: Hierarchical Bayesian Federated Learning May 8, 2023 Avg Federated Learning
— Unverified FedZKP: Federated Model Ownership Verification with Zero-knowledge Proof May 8, 2023 Federated Learning
— Unverified MrTF: Model Refinery for Transductive Federated Learning May 7, 2023 Federated Learning model
Code Code Available Towards Achieving Near-optimal Utility for Privacy-Preserving Federated Learning via Data Generation and Parameter Distortion May 7, 2023 Federated Learning Privacy Preserving
— Unverified Decentralised Semi-supervised Onboard Learning for Scene Classification in Low-Earth Orbit May 6, 2023 Federated Learning Scene Classification
Code Code Available Gradient Leakage Defense with Key-Lock Module for Federated Learning May 6, 2023 Federated Learning Privacy Preserving
Code Code Available Exploring One-shot Semi-supervised Federated Learning with A Pre-trained Diffusion Model May 6, 2023 Diversity Federated Learning
— Unverified Now It Sounds Like You: Learning Personalized Vocabulary On Device May 5, 2023 Federated Learning Language Modeling
— Unverified FedNC: A Secure and Efficient Federated Learning Method with Network Coding May 5, 2023 Federated Learning
— Unverified WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval May 5, 2023 Federated Learning Image Retrieval
— Unverified Over-the-Air Federated Averaging with Limited Power and Privacy Budgets May 5, 2023 Federated Learning Scheduling
— Unverified Can Fair Federated Learning reduce the need for Personalisation? May 4, 2023 Federated Learning
— Unverified Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization May 4, 2023 Federated Learning Quantization
— Unverified Incentivising the federation: gradient-based metrics for data selection and valuation in private decentralised training May 4, 2023 Federated Learning
— Unverified A Data-Driven Defense against Edge-case Model Poisoning Attacks on Federated Learning May 3, 2023 Federated Learning Model Poisoning
— Unverified LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning May 3, 2023 feature selection Federated Learning
— Unverified Federated Neural Radiance Fields May 2, 2023 Federated Learning NeRF
Code Code Available Efficient Federated Learning with Enhanced Privacy via Lottery Ticket Pruning in Edge Computing May 2, 2023 Edge-computing Federated Learning
— Unverified DABS: Data-Agnostic Backdoor attack at the Server in Federated Learning May 2, 2023 Backdoor Attack Federated Learning
— Unverified FedAVO: Improving Communication Efficiency in Federated Learning with African Vultures Optimizer May 2, 2023 Federated Learning
Code Code Available FCA: Taming Long-tailed Federated Medical Image Classification by Classifier Anchoring May 1, 2023 Federated Learning image-classification
Code Code Available DepthFL: Depthwise Federated Learning for Heterogeneous Clients May 1, 2023 Federated Learning
— Unverified Scalable Data Point Valuation in Decentralized Learning May 1, 2023 Data Valuation Federated Learning
Code Code Available Green Federated Learning Over Cloud-RAN with Limited Fronthual Capacity and Quantized Neural Networks Apr 30, 2023 Federated Learning
— Unverified Optimizing Privacy, Utility and Efficiency in Constrained Multi-Objective Federated Learning Apr 29, 2023 Fairness Federated Learning
— Unverified FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection Apr 29, 2023 Backdoor Attack Federated Learning
Code Code Available Hyperparameter Optimization through Neural Network Partitioning Apr 28, 2023 Federated Learning Hyperparameter Optimization
— Unverified Quality-Adaptive Split-Federated Learning for Segmenting Medical Images with Inaccurate Annotations Apr 28, 2023 Federated Learning Image Segmentation
— Unverified Reveal Your Images: Gradient Leakage Attack against Unbiased Sampling-Based Secure Aggregation Apr 28, 2023 Federated Learning
Code Code Available Hierarchical and Decentralised Federated Learning Apr 28, 2023 energy management Federated Learning
— Unverified Client Recruitment for Federated Learning in ICU Length of Stay Prediction Apr 28, 2023 Federated Learning Length-of-Stay prediction
Code Code Available Maximizing Model Generalization for Machine Condition Monitoring with Self-Supervised Learning and Federated Learning Apr 27, 2023 Domain Adaptation Federated Learning
— Unverified Secure Communication Model For Quantum Federated Learning: A Post Quantum Cryptography (PQC) Framework Apr 26, 2023 Federated Learning
Code Code Available 