| FedST: Secure Federated Shapelet Transformation for Time Series Classification | Feb 21, 2023 | ClassificationFederated Learning | —Unverified | 0 |
| FedSyn: Synthetic Data Generation using Federated Learning | Mar 11, 2022 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| FedTDP: A Privacy-Preserving and Unified Framework for Trajectory Data Preparation via Federated Learning | May 8, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning based Latent Factorization of Tensors for Privacy-Preserving QoS Prediction | Jul 29, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning | Oct 25, 2023 | Federated LearningLanguage Modeling | —Unverified | 0 |
| A Critical Overview of Privacy-Preserving Approaches for Collaborative Forecasting | Apr 20, 2020 | Mathematical ProofsPrivacy Preserving | —Unverified | 0 |
| FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction | Jul 26, 2024 | Click-Through Rate PredictionFederated Learning | —Unverified | 0 |
| FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder | Jul 12, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedVLMBench: Benchmarking Federated Fine-Tuning of Vision-Language Models | Jun 11, 2025 | BenchmarkingFederated Learning | —Unverified | 0 |
| Federated Learning as a Mean-Field Game | Jul 8, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedV: Privacy-Preserving Federated Learning over Vertically Partitioned Data | Mar 5, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models | Apr 26, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedXGBoost: Privacy-Preserving XGBoost for Federated Learning | Jun 20, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedZeN: Towards superlinear zeroth-order federated learning via incremental Hessian estimation | Sep 29, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services | Oct 7, 2024 | Contrastive LearningPrivacy Preserving | —Unverified | 0 |
| FeMLoc: Federated Meta-learning for Adaptive Wireless Indoor Localization Tasks in IoT Networks | May 17, 2024 | Indoor LocalizationMeta-Learning | —Unverified | 0 |
| Federated Learning with Heterogeneous Differential Privacy | Oct 28, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Demo: LE3D: A Privacy-preserving Lightweight Data Drift Detection Framework | Nov 3, 2022 | Drift DetectionPrivacy Preserving | —Unverified | 0 |
| Few-shot Image Recognition with Manifolds | Oct 22, 2020 | Few-Shot LearningPrivacy Preserving | —Unverified | 0 |
| FFA Sora, video generation as fundus fluorescein angiography simulator | Dec 23, 2024 | Privacy PreservingQuestion Answering | —Unverified | 0 |
| Federated Learning Approach to Mitigate Water Wastage | Aug 21, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FheFL: Fully Homomorphic Encryption Friendly Privacy-Preserving Federated Learning with Byzantine Users | Jun 8, 2023 | Data PoisoningFederated Learning | —Unverified | 0 |
| A methodology for training homomorphicencryption friendly neural networks | Nov 5, 2021 | Knowledge DistillationPrivacy Preserving | —Unverified | 0 |
| Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology | Aug 20, 2024 | GPULanguage Modeling | —Unverified | 0 |
| CreditCoin: A Privacy-Preserving Blockchain-Based Incentive Announcement Network for Communications of Smart Vehicles | Jul 7, 2018 | Privacy Preserving | —Unverified | 0 |
| Fine-Tuning with Differential Privacy Necessitates an Additional Hyperparameter Search | Oct 5, 2022 | Privacy Preserving | —Unverified | 0 |
| Finite-Time Analysis of Fully Decentralized Single-Timescale Actor-Critic | Jun 12, 2022 | Multi-agent Reinforcement LearningPrivacy Preserving | —Unverified | 0 |
| Finite Time Privacy Preserving Quantized Average Consensus with Transmission Stopping | Jul 17, 2022 | Privacy Preserving | —Unverified | 0 |
| A Joint Energy and Latency Framework for Transfer Learning over 5G Industrial Edge Networks | Apr 19, 2021 | Privacy PreservingTransfer Learning | —Unverified | 0 |
| Accessible Gesture-Driven Augmented Reality Interaction System | Jun 18, 2025 | Federated LearningGesture Recognition | —Unverified | 0 |
| DER Forecast using Privacy Preserving Federated Learning | Jul 7, 2021 | Federated LearningPrediction | —Unverified | 0 |
| FLaaS: Federated Learning as a Service | Nov 18, 2020 | CPUFederated Learning | —Unverified | 0 |
| Synthetic Observational Health Data with GANs: from slow adoption to a boom in medical research and ultimately digital twins? | May 27, 2020 | BenchmarkingFraud Detection | —Unverified | 0 |
| Federated Learning Approach for Lifetime Prediction of Semiconductor Lasers | Mar 19, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| DESIGN: Encrypted GNN Inference via Server-Side Input Graph Pruning | Jul 8, 2025 | Privacy Preserving | —Unverified | 0 |
| FLFE: A Communication-Efficient and Privacy-Preserving Federated Feature Engineering Framework | Sep 5, 2020 | Feature EngineeringPrivacy Preserving | —Unverified | 0 |
| Federated Learning and RAG Integration: A Scalable Approach for Medical Large Language Models | Dec 18, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FLIGAN: Enhancing Federated Learning with Incomplete Data using GAN | Mar 25, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models | Jun 1, 2025 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Federated Learning via Dataset Distillation | Oct 25, 2024 | AttributeDataset Distillation | —Unverified | 0 |
| FLMarket: Enabling Privacy-preserved Pre-training Data Pricing for Federated Learning | Nov 18, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| CQE in Description Logics Through Instance Indistinguishability (extended version) | Apr 24, 2020 | Privacy Preserving | —Unverified | 0 |
| FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models | Jun 3, 2025 | BenchmarkingDomain Adaptation | —Unverified | 0 |
| Design of Privacy-Preserving Dynamic Controllers | Apr 16, 2020 | Privacy Preserving | —Unverified | 0 |
| FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps | Nov 17, 2021 | Activity RecognitionData Augmentation | —Unverified | 0 |
| FLVoogd: Robust And Privacy Preserving Federated Learning | Jun 24, 2022 | Federated Learningimage-classification | —Unverified | 0 |
| FOCUS: Dealing with Label Quality Disparity in Federated Learning | Jan 29, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| DeSPITE: Exploring Contrastive Deep Skeleton-Pointcloud-IMU-Text Embeddings for Advanced Point Cloud Human Activity Understanding | Jun 16, 2025 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Fog Intelligence for Network Anomaly Detection | May 27, 2025 | Anomaly DetectionCloud Computing | —Unverified | 0 |
| Federated Learning and Blockchain-enabled Fog-IoT Platform for Wearables in Predictive Healthcare | Jan 11, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |