| 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 |
| 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 |
| FFConv: Fast Factorized Convolutional Neural Network Inference on Encrypted Data | Feb 6, 2021 | Privacy 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 |
| Fine-Tuning Foundation Models with Federated Learning for Privacy Preserving Medical Time Series Forecasting | Feb 13, 2025 | Federated LearningPrivacy 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 |
| First-Person Fairness in Chatbots | Oct 16, 2024 | Chatbotcounterfactual | —Unverified | 0 |
| FLaaS: Federated Learning as a Service | Nov 18, 2020 | CPUFederated Learning | —Unverified | 0 |
| FLFE: A Communication-Efficient and Privacy-Preserving Federated Feature Engineering Framework | Sep 5, 2020 | Feature EngineeringPrivacy Preserving | —Unverified | 0 |
| FLIGAN: Enhancing Federated Learning with Incomplete Data using GAN | Mar 25, 2024 | Federated LearningPrivacy 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 |
| FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models | Jun 3, 2025 | BenchmarkingDomain Adaptation | —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 |
| Fog Intelligence for Network Anomaly Detection | May 27, 2025 | Anomaly DetectionCloud Computing | —Unverified | 0 |
| Forecasting Anonymized Electricity Load Profiles | Jan 8, 2025 | Privacy Preserving | —Unverified | 0 |