Survey on Federated Learning Threats: concepts, taxonomy on attacks and defences, experimental study and challenges Jan 20, 2022 Adversarial Attack Federated Learning
— Unverified SusFL: Energy-Aware Federated Learning-based Monitoring for Sustainable Smart Farms Feb 15, 2024 Data Poisoning Federated Learning
— Unverified Sustainable Federated Learning Feb 22, 2021 BIG-bench Machine Learning Federated Learning
— Unverified S-VOTE: Similarity-based Voting for Client Selection in Decentralized Federated Learning Jan 31, 2025 Federated Learning Privacy Preserving
— Unverified Swarm Intelligence-Driven Client Selection for Federated Learning in Cybersecurity applications Nov 28, 2024 Federated Learning Intrusion Detection
— Unverified Swarm Learning: A Survey of Concepts, Applications, and Trends May 1, 2024 Federated Learning Management
— Unverified SwiftAgg+: Achieving Asymptotically Optimal Communication Loads in Secure Aggregation for Federated Learning Mar 24, 2022 Federated Learning Privacy Preserving
— Unverified SwiftAgg: Communication-Efficient and Dropout-Resistant Secure Aggregation for Federated Learning with Worst-Case Security Guarantees Feb 8, 2022 Federated Learning Privacy Preserving
— Unverified Switch-Based Multi-Part Neural Network Apr 25, 2025 Edge-computing Federated Learning
— Unverified Sybil-based Virtual Data Poisoning Attacks in Federated Learning May 15, 2025 Data Poisoning Federated Learning
— Unverified SyncFed: Time-Aware Federated Learning through Explicit Timestamping and Synchronization Jun 11, 2025 Federated Learning
— Unverified Elastic Federated Learning over Open Radio Access Network (O-RAN) for Concurrent Execution of Multiple Distributed Learning Tasks Apr 14, 2023 Fairness Federated Learning
— Unverified Synergizing AI and Digital Twins for Next-Generation Network Optimization, Forecasting, and Security Mar 8, 2025 Federated Learning Reinforcement Learning (RL)
— Unverified Synesthesia of Machines (SoM)-Aided FDD Precoding with Sensing Heterogeneity: A Vertical Federated Learning Approach Jan 19, 2025 Federated Learning Vertical Federated Learning
— Unverified Synesthesia of Machines (SoM)-Aided Online FDD Precoding via Heterogeneous Multi-Modal Sensing: A Vertical Federated Learning Approach Jun 9, 2025 Federated Learning Vertical Federated Learning
— Unverified Synthetic Data Aided Federated Learning Using Foundation Models Jul 6, 2024 Data Augmentation Federated Learning
— Unverified TabVFL: Improving Latent Representation in Vertical Federated Learning Apr 27, 2024 Federated Learning Representation Learning
— Unverified Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates Feb 20, 2024 Federated Learning image-classification
— Unverified Tackling Computational Heterogeneity in FL: A Few Theoretical Insights Jul 12, 2023 Federated Learning
— Unverified Tackling Data Heterogeneity in Federated Time Series Forecasting Nov 24, 2024 Federated Learning Privacy Preserving
— Unverified Tackling Dynamics in Federated Incremental Learning with Variational Embedding Rehearsal Oct 19, 2021 Federated Learning Incremental Learning
— Unverified Tackling Feature-Classifier Mismatch in Federated Learning via Prompt-Driven Feature Transformation Jul 23, 2024 Contrastive Learning Federated Learning
— Unverified Tackling Heterogeneity in Medical Federated learning via Vision Transformers Oct 13, 2023 Federated Learning
— Unverified Tackling System and Statistical Heterogeneity for Federated Learning with Adaptive Client Sampling Dec 21, 2021 Federated Learning
— Unverified Tackling the Non-IID Issue in Heterogeneous Federated Learning by Gradient Harmonization Sep 13, 2023 Federated Learning Privacy Preserving
— Unverified Tailored Federated Learning: Leveraging Direction Regulation & Knowledge Distillation Sep 29, 2024 Federated Learning Knowledge Distillation
— Unverified Take History as a Mirror in Heterogeneous Federated Learning Dec 16, 2023 Federated Learning
— Unverified Take Your Pick: Enabling Effective Personalized Federated Learning within Low-dimensional Feature Space Jul 26, 2023 Federated Learning Personalized Federated Learning
— Unverified Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains Mar 14, 2024 Clustering Federated Learning
— Unverified Taming Fat-Tailed ("Heavier-Tailed'' with Potentially Infinite Variance) Noise in Federated Learning Oct 3, 2022 Federated Learning
— Unverified Taming Gradient Variance in Federated Learning with Networked Control Variates Oct 26, 2023 Federated Learning
— Unverified TAMUNA: Doubly Accelerated Distributed Optimization with Local Training, Compression, and Partial Participation Feb 20, 2023 Distributed Optimization Federated Learning
— Unverified TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning Jan 9, 2025 Federated Learning Privacy Preserving
— Unverified Targeted Data Fusion for Causal Survival Analysis Under Distribution Shift Jan 30, 2025 Causal Inference Data Integration
— Unverified Task-agnostic Decision Transformer for Multi-type Agent Control with Federated Split Training May 22, 2024 AI Agent Autonomous Driving
— Unverified Task-Agnostic Federated Learning Jun 25, 2024 Federated Learning Representation Learning
— Unverified Task Arithmetic Through The Lens Of One-Shot Federated Learning Nov 27, 2024 Federated Learning Multi-Task Learning
— Unverified Tazza: Shuffling Neural Network Parameters for Secure and Private Federated Learning Dec 10, 2024 Computational Efficiency Federated Learning
— Unverified TEACHING -- Trustworthy autonomous cyber-physical applications through human-centred intelligence Jul 14, 2021 Federated Learning
— Unverified Technical Report: Aggregation on Learnable Manifolds for Asynchronous Federated Optimization Mar 18, 2025 Federated Learning
— Unverified Technical Report: Assisting Backdoor Federated Learning with Whole Population Knowledge Alignment Jul 25, 2022 Backdoor Attack Federated Learning
— Unverified Technical Report: On the Convergence of Gossip Learning in the Presence of Node Inaccessibility Jan 17, 2024 Federated Learning
— Unverified Techtile -- Open 6G R&D Testbed for Communication, Positioning, Sensing, WPT and Federated Learning Feb 9, 2022 Diversity Edge-computing
— Unverified TEFL: Turbo Explainable Federated Learning for 6G Trustworthy Zero-Touch Network Slicing Oct 18, 2022 Explainable Artificial Intelligence (XAI) Federated Learning
— Unverified TempCharBERT: Keystroke Dynamics for Continuous Access Control Based on Pre-trained Language Models Nov 11, 2024 Federated Learning User Identification
— Unverified Tempora-Fusion: Time-Lock Puzzle with Efficient Verifiable Homomorphic Linear Combination Jun 21, 2024 Federated Learning
— Unverified Temporal Analysis of Adversarial Attacks in Federated Learning Jan 19, 2025 Federated Learning Outlier Detection
— Unverified Temporal Gradient Inversion Attacks with Robust Optimization Jun 13, 2023 Federated Learning Privacy Preserving
— Unverified Ten Challenging Problems in Federated Foundation Models Feb 14, 2025 Continual Learning Federated Learning
— Unverified Tensor Decomposition based Personalized Federated Learning Aug 27, 2022 Diversity Federated Learning
— Unverified 