LOKI: Large-scale Data Reconstruction Attack against Federated Learning through Model Manipulation Mar 21, 2023 Federated Learning Reconstruction Attack
Code Code Available A Survey on Class Imbalance in Federated Learning Mar 21, 2023 Federated Learning Survey
— Unverified STDLens: Model Hijacking-Resilient Federated Learning for Object Detection Mar 21, 2023 Federated Learning object-detection
Code Code Available Poisoning Attacks in Federated Edge Learning for Digital Twin 6G-enabled IoTs: An Anticipatory Study Mar 21, 2023 Federated Learning Privacy Preserving
— Unverified FedMAE: Federated Self-Supervised Learning with One-Block Masked Auto-Encoder Mar 20, 2023 Federated Learning Image Reconstruction
— Unverified Recursive Euclidean Distance Based Robust Aggregation Technique For Federated Learning Mar 20, 2023 Data Poisoning Federated Learning
— Unverified Make Landscape Flatter in Differentially Private Federated Learning Mar 20, 2023 Federated Learning
Code Code Available FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System Mar 20, 2023 Federated Learning Privacy Preserving
Code Code Available On the Convergence of Decentralized Federated Learning Under Imperfect Information Sharing Mar 19, 2023 Distributed Optimization Federated Learning
Code Code Available A Survey of Federated Learning for Connected and Automated Vehicles Mar 19, 2023 Federated Learning Motion Planning
— Unverified Experimenting with Normalization Layers in Federated Learning on non-IID scenarios Mar 19, 2023 Federated Learning Privacy Preserving
Code Code Available PFSL: Personalized & Fair Split Learning with Data & Label Privacy for thin clients Mar 19, 2023 Fairness Federated Learning
Code Code Available Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks Mar 19, 2023 Edge-computing Federated Learning
— Unverified Client Selection for Generalization in Accelerated Federated Learning: A Multi-Armed Bandit Approach Mar 18, 2023 Federated Learning Scheduling
— Unverified Byzantine-Resilient Federated Learning at Edge Mar 18, 2023 Federated Learning
— Unverified FedRight: An Effective Model Copyright Protection for Federated Learning Mar 18, 2023 Federated Learning
— Unverified Report of the Medical Image De-Identification (MIDI) Task Group -- Best Practices and Recommendations Mar 18, 2023 De-identification Federated Learning
— Unverified No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier Mar 17, 2023 Classifier calibration Federated Learning
Code Code Available An Empirical Evaluation of Federated Contextual Bandit Algorithms Mar 17, 2023 Federated Learning Multi-Armed Bandits
— Unverified GLASU: A Communication-Efficient Algorithm for Federated Learning with Vertically Distributed Graph Data Mar 16, 2023 Federated Learning Graph Neural Network
Code Code Available Towards Cooperative Federated Learning over Heterogeneous Edge/Fog Networks Mar 15, 2023 Federated Learning
— Unverified Efficient and Secure Federated Learning for Financial Applications Mar 15, 2023 Federated Learning
— Unverified Optimization Design for Federated Learning in Heterogeneous 6G Networks Mar 15, 2023 Federated Learning Management
— Unverified Visual Prompt Based Personalized Federated Learning Mar 15, 2023 Federated Learning image-classification
— Unverified Comparative Evaluation of Data Decoupling Techniques for Federated Machine Learning with Database as a Service Mar 15, 2023 Federated Learning Management
— Unverified Model Extraction Attacks on Split Federated Learning Mar 13, 2023 Blocking Federated Learning
— Unverified Network Anomaly Detection Using Federated Learning Mar 13, 2023 Anomaly Detection Federated Learning
— Unverified Cross-device Federated Learning for Mobile Health Diagnostics: A First Study on COVID-19 Detection Mar 13, 2023 Diagnostic Federated Learning
— Unverified TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation Mar 13, 2023 Continual Learning Exemplar-Free
Code Code Available Multi-metrics adaptively identifies backdoors in Federated learning Mar 12, 2023 Federated Learning Privacy Preserving
Code Code Available Asynchronous Decentralized Federated Lifelong Learning for Landmark Localization in Medical Imaging Mar 12, 2023 Brain Tumor Segmentation Federated Learning
— Unverified Making Batch Normalization Great in Federated Deep Learning Mar 12, 2023 Deep Learning Federated Learning
— Unverified Stabilizing and Improving Federated Learning with Non-IID Data and Client Dropout Mar 11, 2023 Federated Learning
— Unverified FedLP: Layer-wise Pruning Mechanism for Communication-Computation Efficient Federated Learning Mar 11, 2023 Federated Learning
Code Code Available Privacy-Preserving Cooperative Visible Light Positioning for Nonstationary Environment: A Federated Learning Perspective Mar 11, 2023 Federated Learning Privacy Preserving
— Unverified Zone-based Federated Learning for Mobile Sensing Data Mar 10, 2023 Activity Recognition Federated Learning
— Unverified Digital Twin-Assisted Knowledge Distillation Framework for Heterogeneous Federated Learning Mar 10, 2023 Federated Learning Knowledge Distillation
— Unverified Complement Sparsification: Low-Overhead Model Pruning for Federated Learning Mar 10, 2023 Federated Learning Privacy Preserving
— Unverified Papaya: Federated Learning, but Fully Decentralized Mar 10, 2023 Federated Learning
— Unverified Optimizing Federated Learning for Medical Image Classification on Distributed Non-iid Datasets with Partial Labels Mar 10, 2023 Federated Learning image-classification
— Unverified An Evaluation of Non-Contrastive Self-Supervised Learning for Federated Medical Image Analysis Mar 9, 2023 Contrastive Learning Federated Learning
— Unverified FedREP: A Byzantine-Robust, Communication-Efficient and Privacy-Preserving Framework for Federated Learning Mar 9, 2023 Federated Learning Privacy Preserving
— Unverified Semi-Federated Learning for Collaborative Intelligence in Massive IoT Networks Mar 9, 2023 Diversity Federated Learning
Code Code Available Federated Learning via Variational Bayesian Inference: Personalization, Sparsity and Clustering Mar 8, 2023 Bayesian Inference Clustering
— Unverified Memory-adaptive Depth-wise Heterogenous Federated Learning Mar 8, 2023 Federated Learning
Code Code Available Model-Agnostic Federated Learning Mar 8, 2023 Federated Learning model
Code Code Available Considerations on the Theory of Training Models with Differential Privacy Mar 8, 2023 Federated Learning
— Unverified Privacy-preserving and Uncertainty-aware Federated Trajectory Prediction for Connected Autonomous Vehicles Mar 8, 2023 Active Learning Autonomous Vehicles
— Unverified Amplitude-Varying Perturbation for Balancing Privacy and Utility in Federated Learning Mar 7, 2023 Federated Learning Privacy Preserving
— Unverified A Privacy Preserving System for Movie Recommendations Using Federated Learning Mar 7, 2023 Federated Learning Privacy Preserving
— Unverified 