Blockchain-based Monitoring for Poison Attack Detection in Decentralized Federated Learning Sep 30, 2022 Federated Learning
— Unverified FedTrees: A Novel Computation-Communication Efficient Federated Learning Framework Investigated in Smart Grids Sep 30, 2022 energy management Ensemble Learning
— Unverified Kernel Normalized Convolutional Networks for Privacy-Preserving Machine Learning Sep 30, 2022 Federated Learning Privacy Preserving
— Unverified Federated Training of Dual Encoding Models on Small Non-IID Client Datasets Sep 30, 2022 Federated Learning Representation Learning
— Unverified Vertical Semi-Federated Learning for Efficient Online Advertising Sep 30, 2022 Federated Learning Vertical Federated Learning
— Unverified Sparse Random Networks for Communication-Efficient Federated Learning Sep 30, 2022 Federated Learning
Code Code Available Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks Sep 30, 2022 Federated Learning
Code Code Available Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction Sep 30, 2022 Federated Learning Privacy Preserving
— Unverified PrivMVMF: Privacy-Preserving Multi-View Matrix Factorization for Recommender Systems Sep 29, 2022 Federated Learning Privacy Preserving
— Unverified Label driven Knowledge Distillation for Federated Learning with non-IID Data Sep 29, 2022 Federated Learning Knowledge Distillation
— Unverified Meta Knowledge Condensation for Federated Learning Sep 29, 2022 Federated Learning
— Unverified A Secure Federated Learning Framework for Residential Short Term Load Forecasting Sep 29, 2022 Demand Forecasting Federated Learning
— Unverified Federated Stain Normalization for Computational Pathology Sep 29, 2022 Diversity Federated Learning
Code Code Available Joint Optimization of Energy Consumption and Completion Time in Federated Learning Sep 29, 2022 CPU Federated Learning
— Unverified Momentum Gradient Descent Federated Learning with Local Differential Privacy Sep 28, 2022 Federated Learning Privacy Preserving
— Unverified FedVeca: Federated Vectorized Averaging on Non-IID Data with Adaptive Bi-directional Global Objective Sep 28, 2022 Federated Learning
— Unverified Securing Federated Learning against Overwhelming Collusive Attackers Sep 28, 2022 Federated Learning Privacy Preserving
— Unverified A Snapshot of the Frontiers of Client Selection in Federated Learning Sep 27, 2022 Federated Learning Privacy Preserving
— Unverified FAIR-FATE: Fair Federated Learning with Momentum Sep 27, 2022 Fairness Federated Learning
Code Code Available Semi-Synchronous Personalized Federated Learning over Mobile Edge Networks Sep 27, 2022 Federated Learning Personalized Federated Learning
— Unverified FedStack: Personalized activity monitoring using stacked federated learning Sep 27, 2022 Federated Learning
— Unverified FaRO 2: an Open Source, Configurable Smart City Framework for Real-Time Distributed Vision and Biometric Systems Sep 26, 2022 Federated Learning Self-Driving Cars
— Unverified An Energy Optimized Specializing DAG Federated Learning based on Event Triggered Communication Sep 26, 2022 Federated Learning
— Unverified Knowledge-aided Federated Learning for Energy-limited Wireless Networks Sep 25, 2022 Federated Learning Scheduling
— Unverified On the Stability Analysis of Open Federated Learning Systems Sep 25, 2022 Federated Learning
— Unverified Blinder: End-to-end Privacy Protection in Sensing Systems via Personalized Federated Learning Sep 24, 2022 Federated Learning Meta-Learning
Code Code Available Communication-Efficient Federated Learning Using Censored Heavy Ball Descent Sep 24, 2022 Federated Learning
— Unverified Defending against Poisoning Backdoor Attacks on Federated Meta-learning Sep 23, 2022 Federated Learning Meta-Learning
— Unverified Privacy-Preserving Online Content Moderation: A Federated Learning Use Case Sep 23, 2022 CPU Federated Learning
— Unverified UAV-Assisted Hierarchical Aggregation for Over-the-Air Federated Learning Sep 23, 2022 Federated Learning
— Unverified Differentially private partitioned variational inference Sep 23, 2022 Federated Learning Privacy Preserving
Code Code Available Enhanced Decentralized Federated Learning based on Consensus in Connected Vehicles Sep 22, 2022 Decision Making Federated Learning
— Unverified A One-shot Framework for Distributed Clustered Learning in Heterogeneous Environments Sep 22, 2022 Clustering Federated Learning
— Unverified FedFOR: Stateless Heterogeneous Federated Learning with First-Order Regularization Sep 21, 2022 Federated Learning
Code Code Available Federated Learning from Pre-Trained Models: A Contrastive Learning Approach Sep 21, 2022 Contrastive Learning Federated Learning
— Unverified Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks Sep 21, 2022 Federated Learning Model-based Reinforcement Learning
— Unverified Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles Between Client Data Subspaces Sep 21, 2022 Federated Learning
Code Code Available FedToken: Tokenized Incentives for Data Contribution in Federated Learning Sep 20, 2022 Federated Learning
— Unverified Heterogeneous Federated Learning on a Graph Sep 19, 2022 Federated Learning parameter estimation
— Unverified Characterizing Internal Evasion Attacks in Federated Learning Sep 17, 2022 Adversarial Robustness Federated Learning
Code Code Available Contrastive Re-localization and History Distillation in Federated CMR Segmentation Sep 16, 2022 Federated Learning Image Segmentation
— Unverified A Secure Healthcare 5.0 System Based on Blockchain Technology Entangled with Federated Learning Technique Sep 16, 2022 Federated Learning Intrusion Detection
— Unverified Privacy-Preserving Distributed Expectation Maximization for Gaussian Mixture Model using Subspace Perturbation Sep 16, 2022 Federated Learning Privacy Preserving
— Unverified The Cost of Training Machine Learning Models over Distributed Data Sources Sep 15, 2022 Federated Learning
Code Code Available Convergence Acceleration in Wireless Federated Learning: A Stackelberg Game Approach Sep 14, 2022 Federated Learning
— Unverified Federated Pruning: Improving Neural Network Efficiency with Federated Learning Sep 14, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Scheduling Algorithms for Federated Learning with Minimal Energy Consumption Sep 13, 2022 Federated Learning Multiple-choice
— Unverified Investigating the Predictive Reproducibility of Federated Graph Neural Networks using Medical Datasets Sep 13, 2022 Federated Learning
Code Code Available Concealing Sensitive Samples against Gradient Leakage in Federated Learning Sep 13, 2022 Federated Learning Stochastic Optimization
Code Code Available Communication-Efficient and Privacy-Preserving Feature-based Federated Transfer Learning Sep 12, 2022 Federated Learning image-classification
Code Code Available 