Data Distribution Shifts in (Industrial) Federated Learning as a Privacy Issue Sep 20, 2024 Federated Learning
— Unverified DualFL: A Duality-based Federated Learning Algorithm with Communication Acceleration in the General Convex Regime May 17, 2023 Computational Efficiency Distributed Optimization
— Unverified Data, Competition, and Digital Platforms Apr 15, 2023 Federated Learning
— Unverified Dual Model Replacement:invisible Multi-target Backdoor Attack based on Federal Learning Apr 22, 2024 Backdoor Attack Data Poisoning
— Unverified Agglomerative Federated Learning: Empowering Larger Model Training via End-Edge-Cloud Collaboration Dec 1, 2023 Federated Learning
— Unverified Learning to Prompt Your Domain for Vision-Language Models Oct 4, 2023 Domain Adaptation Federated Learning
— Unverified Dual-Segment Clustering Strategy for Hierarchical Federated Learning in Heterogeneous Wireless Environments May 15, 2024 Clustering Federated Learning
— Unverified Dubhe: Towards Data Unbiasedness with Homomorphic Encryption in Federated Learning Client Selection Sep 8, 2021 Federated Learning
— Unverified Adaptive Differential Privacy in Federated Learning: A Priority-Based Approach Jan 4, 2024 Federated Learning
— Unverified DVFL: A Vertical Federated Learning Method for Dynamic Data Nov 5, 2021 Federated Learning Knowledge Distillation
— Unverified DWFL: Enhancing Federated Learning through Dynamic Weighted Averaging Nov 7, 2024 Federated Learning Privacy Preserving
— Unverified Elastic Aggregation for Federated Optimization Jan 1, 2023 Federated Learning Privacy Preserving
— Unverified Electrical Load Forecasting in Smart Grid: A Personalized Federated Learning Approach Nov 15, 2024 Federated Learning Load Forecasting
— Unverified A Blockchain Solution for Collaborative Machine Learning over IoT Nov 23, 2023 Federated Learning Incremental Learning
— Unverified BoBa: Boosting Backdoor Detection through Data Distribution Inference in Federated Learning Jul 12, 2024 Anomaly Detection Backdoor Attack
— Unverified Dynamic Attention-based Communication-Efficient Federated Learning Aug 12, 2021 Federated Learning
— Unverified Data Collaboration Analysis applied to Compound Datasets and the Introduction of Projection data to Non-IID settings Aug 1, 2023 Federated Learning
— Unverified Data Assetization via Resources-decoupled Federated Learning Jan 24, 2025 Federated Learning
— Unverified Dynamic Clustering in Federated Learning Dec 7, 2020 Clustering Federated Learning
— Unverified Dynamic D2D-Assisted Federated Learning over O-RAN: Performance Analysis, MAC Scheduler, and Asymmetric User Selection Apr 9, 2024 Federated Learning
— Unverified Dynamic Differential-Privacy Preserving SGD Oct 30, 2021 Federated Learning image-classification
— Unverified Dynamic Fair Federated Learning Based on Reinforcement Learning Nov 2, 2023 Fairness Federated Learning
— Unverified Dynamic Federated Learning Feb 20, 2020 Federated Learning
— Unverified Dynamic Federated Learning-Based Economic Framework for Internet-of-Vehicles Jan 1, 2021 Federated Learning
— Unverified Strategic Federated Learning: Application to Smart Meter Data Clustering Aug 5, 2024 Clustering Federated Learning
— Unverified DynamicFL: Balancing Communication Dynamics and Client Manipulation for Federated Learning Jul 16, 2023 Federated Learning Scheduling
— Unverified Boosting multi-demographic federated learning for chest x-ray analysis using general-purpose self-supervised representations Apr 11, 2025 Federated Learning Medical Image Analysis
— Unverified Dynamic Fusion based Federated Learning for COVID-19 Detection Sep 22, 2020 BIG-bench Machine Learning Decision Making
— Unverified Dynamic Gradient Aggregation for Federated Domain Adaptation Jun 14, 2021 Domain Adaptation Federated Learning
— Unverified Dynamic Heterogeneous Federated Learning with Multi-Level Prototypes Dec 15, 2023 Federated Learning Privacy Preserving
— Unverified Dynamic Network-Assisted D2D-Aided Coded Distributed Learning Nov 26, 2021 Federated Learning
— Unverified Dynamic Privacy Allocation for Locally Differentially Private Federated Learning with Composite Objectives Aug 2, 2023 Federated Learning
— Unverified Data and Physics driven Deep Learning Models for Fast MRI Reconstruction: Fundamentals and Methodologies Jan 29, 2024 Diagnostic Federated Learning
— Unverified Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning Mar 21, 2020 Federated Learning image-classification
— Unverified Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning Jun 25, 2024 Federated Learning image-classification
— Unverified DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset Oct 20, 2023 Federated Learning Navigate
— Unverified E2FL: Equal and Equitable Federated Learning May 20, 2022 Fairness Federated Learning
— Unverified An Empirical Evaluation of Federated Contextual Bandit Algorithms Mar 17, 2023 Federated Learning Multi-Armed Bandits
— Unverified Data and Model Poisoning Backdoor Attacks on Wireless Federated Learning, and the Defense Mechanisms: A Comprehensive Survey Dec 14, 2023 Data Poisoning Federated Learning
— Unverified Epidemic Decision-making System Based Federated Reinforcement Learning Nov 3, 2023 Decision Making Federated Learning
— Unverified Convergence Acceleration in Wireless Federated Learning: A Stackelberg Game Approach Sep 14, 2022 Federated Learning
— Unverified Efficient Vertical Federated Learning with Secure Aggregation May 18, 2023 Federated Learning Fraud Detection
— Unverified Eavesdrop the Composition Proportion of Training Labels in Federated Learning Oct 14, 2019 Federated Learning Inference Attack
— Unverified BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning May 16, 2019 Brain Segmentation Federated Learning
— Unverified Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model Apr 11, 2023 Federated Learning
— Unverified Ed-Fed: A generic federated learning framework with resource-aware client selection for edge devices Jul 14, 2023 Automatic Speech Recognition Federated Learning
— Unverified EdgeAgentX: A Novel Framework for Agentic AI at the Edge in Military Communication Networks May 24, 2025 Adversarial Defense Decision Making
— Unverified Edge-AI for Agriculture: Lightweight Vision Models for Disease Detection in Resource-Limited Settings Dec 23, 2024 Computational Efficiency Federated Learning
— Unverified Edge-assisted Democratized Learning Towards Federated Analytics Dec 1, 2020 Distributed Computing Edge-computing
— Unverified Data-Agnostic Model Poisoning against Federated Learning: A Graph Autoencoder Approach Nov 30, 2023 Federated Learning Model Poisoning
— Unverified 