Can Decentralized Learning be more robust than Federated Learning? Mar 7, 2023 Federated Learning
— Unverified Client-specific Property Inference against Secure Aggregation in Federated Learning Mar 7, 2023 Federated Learning
Code Code Available Learning to Backdoor Federated Learning Mar 6, 2023 Backdoor Attack Federated Learning
Code Code Available Local Environment Poisoning Attacks on Federated Reinforcement Learning Mar 5, 2023 Federated Learning OpenAI Gym
— Unverified Knowledge-Enhanced Semi-Supervised Federated Learning for Aggregating Heterogeneous Lightweight Clients in IoT Mar 5, 2023 Federated Learning Network Pruning
Code Code Available Federated Virtual Learning on Heterogeneous Data with Local-global Distillation Mar 4, 2023 Dataset Distillation Federated Learning
— Unverified Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions Mar 3, 2023 Backdoor Attack Federated Learning
— Unverified FedML Parrot: A Scalable Federated Learning System via Heterogeneity-aware Scheduling on Sequential and Hierarchical Training Mar 3, 2023 Federated Learning GPU
Code Code Available Distributed Learning Meets 6G: A Communication and Computing Perspective Mar 2, 2023 Edge-computing Federated Learning
— Unverified Stochastic Clustered Federated Learning Mar 2, 2023 Federated Learning
— Unverified Mitigating Backdoors in Federated Learning with FLD Mar 1, 2023 Federated Learning
— Unverified FedScore: A privacy-preserving framework for federated scoring system development Mar 1, 2023 Federated Learning Model Selection
Code Code Available Federated Learning based Hierarchical 3D Indoor Localization Mar 1, 2023 Federated Learning Indoor Localization
— Unverified Lumos: Heterogeneity-aware Federated Graph Learning over Decentralized Devices Mar 1, 2023 Federated Learning Graph Learning
— Unverified Poster: Sponge ML Model Attacks of Mobile Apps Mar 1, 2023 Attribute Federated Learning
— Unverified Combating Exacerbated Heterogeneity for Robust Models in Federated Learning Mar 1, 2023 Federated Learning
Code Code Available Differentially Private Distributed Convex Optimization Feb 28, 2023 Distributed Optimization Federated Learning
— Unverified Federated Covariate Shift Adaptation for Missing Target Output Values Feb 28, 2023 Domain Adaptation Federated Learning
— Unverified GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting Feb 28, 2023 Continual Learning Federated Learning
Code Code Available Optimizing Quantum Federated Learning Based on Federated Quantum Natural Gradient Descent Feb 27, 2023 Federated Learning
— Unverified Communication Trade-offs in Federated Learning of Spiking Neural Networks Feb 27, 2023 Federated Learning
— Unverified Towards Interpretable Federated Learning Feb 27, 2023 Federated Learning
— Unverified Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain Feb 27, 2023 Contribution Assessment Federated Learning
— Unverified FLAG: Fast Label-Adaptive Aggregation for Multi-label Classification in Federated Learning Feb 27, 2023 Classification Federated Learning
— Unverified FedCLIP: Fast Generalization and Personalization for CLIP in Federated Learning Feb 27, 2023 Federated Learning Privacy Preserving
Code Code Available Applications of Federated Learning in Manufacturing: Identifying the Challenges and Exploring the Future Directions with Industry 4.0 and 5.0 Visions Feb 27, 2023 Federated Learning
— Unverified Optimizing Federated Learning in LEO Satellite Constellations via Intra-Plane Model Propagation and Sink Satellite Scheduling Feb 27, 2023 Edge-computing Federated Learning
— Unverified Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence Feb 27, 2023 Federated Learning Privacy Preserving
— Unverified Post Quantum Secure Blockchain-based Federated Learning for Mobile Edge Computing Feb 26, 2023 Autonomous Vehicles Edge-computing
Code Code Available P4L: Privacy Preserving Peer-to-Peer Learning for Infrastructureless Setups Feb 26, 2023 Federated Learning Privacy Preserving
— Unverified Better Generative Replay for Continual Federated Learning Feb 25, 2023 Continual Learning Federated Learning
— Unverified FedPDC:Federated Learning for Public Dataset Correction Feb 24, 2023 Federated Learning
— Unverified Active Membership Inference Attack under Local Differential Privacy in Federated Learning Feb 24, 2023 Federated Learning Inference Attack
Code Code Available FedDBL: Communication and Data Efficient Federated Deep-Broad Learning for Histopathological Tissue Classification Feb 24, 2023 Federated Learning
Code Code Available Personalizing Federated Learning with Over-the-Air Computations Feb 24, 2023 Federated Learning Privacy Preserving
— Unverified Regulating Clients' Noise Adding in Federated Learning without Verification Feb 24, 2023 Federated Learning
— Unverified Securing IoT Communication using Physical Sensor Data -- Graph Layer Security with Federated Multi-Agent Deep Reinforcement Learning Feb 24, 2023 Deep Reinforcement Learning Federated Learning
— Unverified Subspace based Federated Unlearning Feb 24, 2023 Federated Learning
— Unverified From Noisy Fixed-Point Iterations to Private ADMM for Centralized and Federated Learning Feb 24, 2023 Federated Learning
Code Code Available FLINT: A Platform for Federated Learning Integration Feb 24, 2023 Federated Learning
— Unverified Coded Matrix Computations for D2D-enabled Linearized Federated Learning Feb 23, 2023 Federated Learning
— Unverified On the Hardness of Robustness Transfer: A Perspective from Rademacher Complexity over Symmetric Difference Hypothesis Space Feb 23, 2023 Binary Classification Domain Adaptation
— Unverified Data-Free Diversity-Based Ensemble Selection For One-Shot Federated Learning in Machine Learning Model Market Feb 23, 2023 Diversity Ensemble Learning
Code Code Available Federated Nearest Neighbor Machine Translation Feb 23, 2023 Federated Learning Machine Translation
— Unverified FedIL: Federated Incremental Learning from Decentralized Unlabeled Data with Convergence Analysis Feb 23, 2023 Federated Learning Incremental Learning
— Unverified Personalized Decentralized Federated Learning with Knowledge Distillation Feb 23, 2023 Federated Learning Knowledge Distillation
— Unverified Efficient Training of Large-scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout Feb 22, 2023 Diagnostic Federated Learning
— Unverified Multi-Message Shuffled Privacy in Federated Learning Feb 22, 2023 Distributed Optimization Federated Learning
— Unverified Federated Radio Frequency Fingerprinting with Model Transfer and Adaptation Feb 22, 2023 Federated Learning
— Unverified Towards Decentralized Predictive Quality of Service in Next-Generation Vehicular Networks Feb 22, 2023 Federated Learning Reinforcement Learning (RL)
— Unverified 