Practical and General Backdoor Attacks against Vertical Federated Learning Jun 19, 2023 Federated Learning Vertical Federated Learning
— Unverified Blockchain-Enabled Federated Learning: A Reference Architecture Design, Implementation, and Verification Jun 19, 2023 Federated Learning
— Unverified FSAR: Federated Skeleton-based Action Recognition with Adaptive Topology Structure and Knowledge Distillation Jun 19, 2023 Action Recognition Federated Learning
— Unverified Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning Jun 17, 2023 Federated Learning
— Unverified Federated Learning Based Distributed Localization of False Data Injection Attacks on Smart Grids Jun 17, 2023 Federated Learning
— Unverified Federated Few-shot Learning Jun 17, 2023 Articles Federated Learning
Code Code Available Bkd-FedGNN: A Benchmark for Classification Backdoor Attacks on Federated Graph Neural Network Jun 17, 2023 Backdoor Attack Federated Learning
Code Code Available Towards Quantum Federated Learning Jun 16, 2023 Federated Learning
— Unverified Fedstellar: A Platform for Decentralized Federated Learning Jun 16, 2023 Federated Learning
Code Code Available Continual Adaptation of Vision Transformers for Federated Learning Jun 16, 2023 Federated Learning image-classification
Code Code Available FedMultimodal: A Benchmark For Multimodal Federated Learning Jun 15, 2023 Emotion Recognition Federated Learning
Code Code Available Towards Practical Federated Causal Structure Learning Jun 15, 2023 Federated Learning scientific discovery
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 An Efficient and Multi-private Key Secure Aggregation for Federated Learning Jun 15, 2023 Federated Learning
— Unverified A Simple Data Augmentation for Feature Distribution Skewed Federated Learning Jun 14, 2023 Data Augmentation Federated Learning
— Unverified A Client-server Deep Federated Learning for Cross-domain Surgical Image Segmentation Jun 14, 2023 Diagnostic Domain Adaptation
Code Code Available Differentially Private Wireless Federated Learning Using Orthogonal Sequences Jun 14, 2023 Federated Learning Privacy Preserving
— Unverified Provably Personalized and Robust Federated Learning Jun 14, 2023 Clustering Federated Learning
Code Code Available Federated Learning-based Vehicle Trajectory Prediction against Cyberattacks Jun 14, 2023 Federated Learning Prediction
Code Code Available Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings Jun 14, 2023 Diversity Federated Learning
— Unverified (Amplified) Banded Matrix Factorization: A unified approach to private training Jun 13, 2023 Federated Learning
— Unverified Privacy Inference-Empowered Stealthy Backdoor Attack on Federated Learning under Non-IID Scenarios Jun 13, 2023 Backdoor Attack Federated Learning
— Unverified Privacy Preserving Bayesian Federated Learning in Heterogeneous Settings Jun 13, 2023 Federated Learning Privacy Preserving
— Unverified Temporal Gradient Inversion Attacks with Robust Optimization Jun 13, 2023 Federated Learning Privacy Preserving
— Unverified GQFedWAvg: Optimization-Based Quantized Federated Learning in General Edge Computing Systems Jun 13, 2023 Edge-computing Federated Learning
Code Code Available SRATTA : Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning Jun 13, 2023 Federated Learning
Code Code Available 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 Optimizing the Collaboration Structure in Cross-Silo Federated Learning Jun 10, 2023 Federated Learning
Code Code Available Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often! 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 Communication-Efficient Zeroth-Order Distributed Online Optimization: Algorithm, Theory, and Applications Jun 9, 2023 Federated Learning
Code Code Available Federated Learning for Medical Image Analysis: A Survey Jun 9, 2023 Federated Learning Medical Image Analysis
— Unverified FedWon: Triumphing Multi-domain Federated Learning Without Normalization Jun 9, 2023 Domain Generalization Federated Learning
— Unverified Evaluating and Incentivizing Diverse Data Contributions in Collaborative Learning Jun 8, 2023 Diversity Federated Learning
— Unverified PeFLL: Personalized Federated Learning by Learning to Learn Jun 8, 2023 Federated Learning Personalized Federated Learning
Code Code Available Mitigating Evasion Attacks in Federated Learning-Based Signal Classifiers Jun 8, 2023 Adversarial Attack Federated Learning
— Unverified FLEdge: Benchmarking Federated Machine Learning Applications in Edge Computing Systems Jun 8, 2023 Benchmarking Edge-computing
— Unverified Federated Learning under Covariate Shifts with Generalization Guarantees Jun 8, 2023 Federated Learning
— Unverified FheFL: Fully Homomorphic Encryption Friendly Privacy-Preserving Federated Learning with Byzantine Users Jun 8, 2023 Data Poisoning Federated Learning
— Unverified A Systematic Literature Review on Client Selection in Federated Learning Jun 8, 2023 Fairness Federated Learning
— Unverified Conformal Prediction for Federated Uncertainty Quantification Under Label Shift Jun 8, 2023 Conformal Prediction Federated Learning
— Unverified FedSecurity: Benchmarking Attacks and Defenses in Federated Learning and Federated LLMs Jun 8, 2023 Benchmarking Federated Learning
Code Code Available Communication-Efficient Gradient Descent-Accent Methods for Distributed Variational Inequalities: Unified Analysis and Local Updates Jun 8, 2023 Federated Learning
Code Code Available G^2uardFL: Safeguarding Federated Learning Against Backdoor Attacks through Attributed Client Graph Clustering Jun 8, 2023 Anomaly Detection Clustering
— Unverified Fast Optimal Locally Private Mean Estimation via Random Projections Jun 7, 2023 Federated Learning
Code Code Available Phoenix: A Federated Generative Diffusion Model Jun 7, 2023 Denoising Diversity
— Unverified Personalization Disentanglement for Federated Learning: An explainable perspective Jun 6, 2023 Disentanglement Federated Learning
— Unverified 