Blockchain-Enabled Federated Learning: A Reference Architecture Design, Implementation, and Verification Jun 19, 2023 Federated Learning
— Unverified Practical and General Backdoor Attacks against Vertical Federated Learning Jun 19, 2023 Federated Learning Vertical Federated Learning
— Unverified Differentially Private Over-the-Air Federated Learning Over MIMO Fading Channels Jun 19, 2023 Federated Learning Privacy Preserving
— Unverified Adaptive Federated Learning with Auto-Tuned Clients Jun 19, 2023 Federated Learning
Code Code Available FSAR: Federated Skeleton-based Action Recognition with Adaptive Topology Structure and Knowledge Distillation Jun 19, 2023 Action Recognition Federated Learning
— Unverified Data-Heterogeneous Hierarchical Federated Learning with Mobility Jun 19, 2023 Federated Learning Privacy Preserving
— Unverified Federated Learning Based Distributed Localization of False Data Injection Attacks on Smart Grids Jun 17, 2023 Federated Learning
— Unverified Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning Jun 17, 2023 Federated Learning
— Unverified Continual Adaptation of Vision Transformers for Federated Learning Jun 16, 2023 Federated Learning image-classification
Code Code Available Towards Quantum Federated Learning Jun 16, 2023 Federated Learning
— Unverified An Efficient and Multi-private Key Secure Aggregation for Federated Learning Jun 15, 2023 Federated Learning
— Unverified Towards Practical Federated Causal Structure Learning Jun 15, 2023 Federated Learning scientific discovery
Code Code Available FedMultimodal: A Benchmark For Multimodal Federated Learning Jun 15, 2023 Emotion Recognition Federated Learning
Code Code Available Inferring Communities of Interest in Collaborative Learning-based Recommender Systems Jun 15, 2023 Community Detection Federated Learning
— Unverified Privacy Risks in Reinforcement Learning for Household Robots Jun 15, 2023 Decision Making Federated Learning
— Unverified Provably Personalized and Robust Federated Learning Jun 14, 2023 Clustering Federated Learning
Code Code Available A Client-server Deep Federated Learning for Cross-domain Surgical Image Segmentation Jun 14, 2023 Diagnostic Domain Adaptation
Code Code Available Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings Jun 14, 2023 Diversity Federated Learning
— Unverified Differentially Private Wireless Federated Learning Using Orthogonal Sequences Jun 14, 2023 Federated Learning Privacy Preserving
— Unverified A Simple Data Augmentation for Feature Distribution Skewed Federated Learning Jun 14, 2023 Data Augmentation Federated Learning
— Unverified SRATTA : Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning Jun 13, 2023 Federated Learning
Code Code Available Privacy Inference-Empowered Stealthy Backdoor Attack on Federated Learning under Non-IID Scenarios Jun 13, 2023 Backdoor Attack Federated Learning
— Unverified GQFedWAvg: Optimization-Based Quantized Federated Learning in General Edge Computing Systems Jun 13, 2023 Edge-computing Federated Learning
Code Code Available (Amplified) Banded Matrix Factorization: A unified approach to private training Jun 13, 2023 Federated Learning
— Unverified Temporal Gradient Inversion Attacks with Robust Optimization Jun 13, 2023 Federated Learning Privacy Preserving
— Unverified Privacy Preserving Bayesian Federated Learning in Heterogeneous Settings Jun 13, 2023 Federated Learning Privacy Preserving
— Unverified AnoFel: Supporting Anonymity for Privacy-Preserving Federated Learning Jun 12, 2023 Federated Learning Privacy Preserving
— Unverified FedDec: Peer-to-peer Aided Federated Learning Jun 11, 2023 Federated Learning
— Unverified Personalized Graph Federated Learning with Differential Privacy Jun 10, 2023 Federated Learning Privacy Preserving
— Unverified Federated Learning for Medical Image Analysis: A Survey Jun 9, 2023 Federated Learning Medical Image Analysis
— Unverified Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often! Jun 9, 2023 Federated Learning
Code Code Available Communication-Efficient Zeroth-Order Distributed Online Optimization: Algorithm, Theory, and Applications Jun 9, 2023 Federated Learning
Code Code Available Understanding How Consistency Works in Federated Learning via Stage-wise Relaxed Initialization Jun 9, 2023 Federated Learning
— Unverified FedWon: Triumphing Multi-domain Federated Learning Without Normalization Jun 9, 2023 Domain Generalization Federated Learning
— Unverified Federated Learning under Covariate Shifts with Generalization Guarantees Jun 8, 2023 Federated Learning
— Unverified A Systematic Literature Review on Client Selection in Federated Learning Jun 8, 2023 Fairness Federated Learning
— Unverified G^2uardFL: Safeguarding Federated Learning Against Backdoor Attacks through Attributed Client Graph Clustering Jun 8, 2023 Anomaly Detection Clustering
— Unverified FedSecurity: Benchmarking Attacks and Defenses in Federated Learning and Federated LLMs Jun 8, 2023 Benchmarking Federated Learning
Code Code Available FLEdge: Benchmarking Federated Machine Learning Applications in Edge Computing Systems Jun 8, 2023 Benchmarking Edge-computing
— Unverified Conformal Prediction for Federated Uncertainty Quantification Under Label Shift Jun 8, 2023 Conformal Prediction Federated Learning
— Unverified Communication-Efficient Gradient Descent-Accent Methods for Distributed Variational Inequalities: Unified Analysis and Local Updates Jun 8, 2023 Federated Learning
Code Code Available Mitigating Evasion Attacks in Federated Learning-Based Signal Classifiers Jun 8, 2023 Adversarial Attack Federated Learning
— Unverified Evaluating and Incentivizing Diverse Data Contributions in Collaborative Learning Jun 8, 2023 Diversity Federated Learning
— Unverified FheFL: Fully Homomorphic Encryption Friendly Privacy-Preserving Federated Learning with Byzantine Users Jun 8, 2023 Data Poisoning Federated Learning
— Unverified PeFLL: Personalized Federated Learning by Learning to Learn Jun 8, 2023 Federated Learning Personalized Federated Learning
Code Code Available Phoenix: A Federated Generative Diffusion Model Jun 7, 2023 Denoising Diversity
— Unverified Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters Jun 6, 2023 Federated Learning
— Unverified Masked Autoencoders are Efficient Continual Federated Learners Jun 6, 2023 Continual Learning Federated Learning
Code Code Available Personalization Disentanglement for Federated Learning: An explainable perspective Jun 6, 2023 Disentanglement Federated Learning
— Unverified FedVal: Different good or different bad in federated learning Jun 6, 2023 Fairness Federated Learning
Code Code Available 