Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex Hulls Aug 14, 2023 Federated Learning graph partitioning
Code Code Available Data-Efficient Energy-Aware Participant Selection for UAV-Enabled Federated Learning Aug 14, 2023 Federated Learning SSIM
— Unverified FedEdge AI-TC: A Semi-supervised Traffic Classification Method based on Trusted Federated Deep Learning for Mobile Edge Computing Aug 14, 2023 Edge-computing Federated Learning
— Unverified Approximate and Weighted Data Reconstruction Attack in Federated Learning Aug 13, 2023 Bayesian Optimization Federated Learning
— Unverified SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models Aug 12, 2023 Federated Learning parameter-efficient fine-tuning
— Unverified Performance Analysis for Resource Constrained Decentralized Federated Learning Over Wireless Networks Aug 12, 2023 Federated Learning
— Unverified Towards Instance-adaptive Inference for Federated Learning Aug 11, 2023 Federated Learning parameter-efficient fine-tuning
Code Code Available UFed-GAN: A Secure Federated Learning Framework with Constrained Computation and Unlabeled Data Aug 10, 2023 Federated Learning Generative Adversarial Network
— Unverified FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks Aug 10, 2023 Autonomous Vehicles Federated Learning
— Unverified A Comprehensive Empirical Study of Bugs in Open-Source Federated Learning Frameworks Aug 9, 2023 Federated Learning
— Unverified GIFD: A Generative Gradient Inversion Method with Feature Domain Optimization Aug 9, 2023 Federated Learning Image Generation
Code Code Available Tram-FL: Routing-based Model Training for Decentralized Federated Learning Aug 9, 2023 Federated Learning
— Unverified Wirelessly Powered Federated Learning Networks: Joint Power Transfer, Data Sensing, Model Training, and Resource Allocation Aug 9, 2023 Federated Learning
— Unverified Feature Matching Data Synthesis for Non-IID Federated Learning Aug 9, 2023 Data Augmentation Federated Learning
— Unverified Federated Zeroth-Order Optimization using Trajectory-Informed Surrogate Gradients Aug 8, 2023 Adversarial Attack Federated Learning
Code Code Available Backdoor Federated Learning by Poisoning Backdoor-Critical Layers Aug 8, 2023 Backdoor Attack Federated Learning
— Unverified ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data Aug 8, 2023 Federated Learning Knowledge Distillation
Code Code Available A Survey on Decentralized Federated Learning Aug 8, 2023 Federated Learning Privacy Preserving
— Unverified Pelta: Shielding Transformers to Mitigate Evasion Attacks in Federated Learning Aug 8, 2023 Adversarial Attack Federated Learning
— Unverified The Prospect of Enhancing Large-Scale Heterogeneous Federated Learning with Transformers Aug 7, 2023 Federated Learning
— Unverified FLIPS: Federated Learning using Intelligent Participant Selection Aug 7, 2023 Clustering Federated Learning
— Unverified A Reinforcement Learning-Based Approach to Graph Discovery in D2D-Enabled Federated Learning Aug 7, 2023 Federated Learning Reinforcement Learning (RL)
— Unverified When Federated Learning meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection Aug 7, 2023 Federated Learning Privacy Preserving
— Unverified Binary Federated Learning with Client-Level Differential Privacy Aug 7, 2023 Federated Learning Privacy Preserving
— Unverified The Copycat Perceptron: Smashing Barriers Through Collective Learning Aug 7, 2023 Federated Learning
— Unverified Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data Aug 7, 2023 Contrastive Learning Federated Learning
Code Code Available Adapter-based Selective Knowledge Distillation for Federated Multi-domain Meeting Summarization Aug 7, 2023 Federated Learning Knowledge Distillation
— Unverified Communication-Efficient Framework for Distributed Image Semantic Wireless Transmission Aug 7, 2023 Federated Learning Semantic Communication
— Unverified Serverless Federated AUPRC Optimization for Multi-Party Collaborative Imbalanced Data Mining Aug 6, 2023 Federated Learning Stochastic Optimization
Code Code Available Private Federated Learning with Dynamic Power Control via Non-Coherent Over-the-Air Computation Aug 5, 2023 Federated Learning
— Unverified Analysis and Optimization of Wireless Federated Learning with Data Heterogeneity Aug 4, 2023 Federated Learning Scheduling
— Unverified SureFED: Robust Federated Learning via Uncertainty-Aware Inward and Outward Inspection Aug 4, 2023 Federated Learning image-classification
— Unverified Label Inference Attacks against Node-level Vertical Federated GNNs Aug 4, 2023 Federated Learning Node Classification
— Unverified Scaling Survival Analysis in Healthcare with Federated Survival Forests: A Comparative Study on Heart Failure and Breast Cancer Genomics Aug 4, 2023 Federated Learning Survival Analysis
— Unverified Federated Learning: Organizational Opportunities, Challenges, and Adoption Strategies Aug 4, 2023 Federated Learning
— Unverified Federated Representation Learning for Automatic Speech Recognition Aug 3, 2023 Automatic Speech Recognition Federated Learning
— Unverified Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity Aug 3, 2023 CPU Federated Learning
— Unverified Dynamic Privacy Allocation for Locally Differentially Private Federated Learning with Composite Objectives Aug 2, 2023 Federated Learning
— Unverified Compressed and distributed least-squares regression: convergence rates with applications to Federated Learning Aug 2, 2023 Federated Learning regression
— Unverified Revolutionizing Wireless Networks with Federated Learning: A Comprehensive Review Aug 1, 2023 Federated Learning Scheduling
— Unverified Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation Aug 1, 2023 Benchmarking Brain Tumor Segmentation
— Unverified Physics-Driven Spectrum-Consistent Federated Learning for Palmprint Verification Aug 1, 2023 Federated Learning
Code Code Available Data Collaboration Analysis applied to Compound Datasets and the Introduction of Projection data to Non-IID settings Aug 1, 2023 Federated Learning
— Unverified Asynchronous Federated Learning with Bidirectional Quantized Communications and Buffered Aggregation Aug 1, 2023 Federated Learning Quantization
— Unverified AQUILA: Communication Efficient Federated Learning with Adaptive Quantization in Device Selection Strategy Aug 1, 2023 Federated Learning Privacy Preserving
— Unverified Federated Learning for Data and Model Heterogeneity in Medical Imaging Jul 31, 2023 Federated Learning Knowledge Distillation
— Unverified Efficient Federated Learning via Local Adaptive Amended Optimizer with Linear Speedup Jul 30, 2023 Federated Learning
— Unverified Proof-of-Federated-Learning-Subchain: Free Partner Selection Subchain Based on Federated Learning Jul 30, 2023 Deep Learning Federated Learning
— Unverified Shuffled Differentially Private Federated Learning for Time Series Data Analytics Jul 30, 2023 Activity Recognition Federated Learning
— Unverified SemiSFL: Split Federated Learning on Unlabeled and Non-IID Data Jul 29, 2023 Clustering Federated Learning
Code Code Available 