| Federated Learning for Ranking Browser History Suggestions | Nov 26, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Differentially Private Kaplan-Meier Estimator for Privacy-Preserving Survival Analysis | Dec 6, 2024 | Privacy PreservingSurvival Analysis | —Unverified | 0 |
| CRS-FL: Conditional Random Sampling for Communication-Efficient and Privacy-Preserving Federated Learning | Jun 1, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning for Privacy-Preserving Open Innovation Future on Digital Health | Aug 24, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Survey on Blockchain-Based Federated Learning and Data Privacy | Jun 29, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning for Physical Layer Design | Feb 23, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment | Jan 1, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Crowdsourcing on Sensitive Data with Privacy-Preserving Text Rewriting | Mar 6, 2023 | Privacy Preserving | —Unverified | 0 |
| Federated Learning: From Theory to Practice | May 25, 2025 | Distributed OptimizationFederated Learning | —Unverified | 0 |
| CryptoDL: Deep Neural Networks over Encrypted Data | Nov 14, 2017 | Optical Character RecognitionOptical Character Recognition (OCR) | —Unverified | 0 |
| Algorithmic Data Minimization for Machine Learning over Internet-of-Things Data Streams | Mar 7, 2025 | Privacy Preserving | —Unverified | 0 |
| Federated Learning in Open- and Closed-Loop EMG Decoding: A Privacy and Performance Perspective | Jul 16, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning is Better with Non-Homomorphic Encryption | Dec 4, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning Method for Preserving Privacy in Face Recognition System | Mar 8, 2024 | Face RecognitionFederated Learning | —Unverified | 0 |
| Federated User Representation Learning | Sep 27, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning Nodes Can Reconstruct Peers' Image Data | Oct 7, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning of User Authentication Models | Jul 9, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedEval: A Holistic Evaluation Framework for Federated Learning | Nov 19, 2020 | BenchmarkingFederated Learning | —Unverified | 0 |
| Federated Learning for Metaverse: A Survey | Mar 23, 2023 | Edge-computingFederated Learning | —Unverified | 0 |
| Crowdotic: A Privacy-Preserving Hospital Waiting Room Crowd Density Estimation with Non-speech Audio | Sep 19, 2023 | Density EstimationManagement | —Unverified | 0 |
| Federated Learning for Localization: A Privacy-Preserving Crowdsourcing Method | Jan 7, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning for Intrusion Detection System: Concepts, Challenges and Future Directions | Jun 16, 2021 | Anomaly DetectionAutonomous Vehicles | —Unverified | 0 |
| Federated Learning with Buffered Asynchronous Aggregation | Jun 11, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers and Gradient Clipping | Sep 29, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Crowd-ML: A Privacy-Preserving Learning Framework for a Crowd of Smart Devices | Jan 11, 2015 | Privacy Preserving | —Unverified | 0 |
| Federated Learning with GAN-based Data Synthesis for Non-IID Clients | Jun 11, 2022 | Federated LearningGenerative Adversarial Network | —Unverified | 0 |
| A Survey on Participant Selection for Federated Learning in Mobile Networks | Jul 8, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning | Feb 25, 2025 | Privacy Preserving | —Unverified | 0 |
| Federated Learning with Layer Skipping: Efficient Training of Large Language Models for Healthcare NLP | Apr 13, 2025 | Federated LearningNER | —Unverified | 0 |
| Federated Learning for ICD Classification with Lightweight Models and Pretrained Embeddings | Jul 3, 2025 | Code ClassificationFederated Learning | —Unverified | 0 |
| Federated Learning without Revealing the Decision Boundaries | Mar 1, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning with Privacy-Preserving Ensemble Attention Distillation | Oct 16, 2022 | Federated Learningimage-classification | —Unverified | 0 |
| Federated Learning for Computationally-Constrained Heterogeneous Devices: A Survey | Jul 18, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Data collaboration analysis for distributed datasets | Feb 20, 2019 | Privacy Preserving | —Unverified | 0 |
| A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency | Jul 20, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Declarative Privacy-Preserving Inference Queries | Jan 22, 2024 | Federated LearningManagement | —Unverified | 0 |
| Federated Mixture-of-Expert for Non-Overlapped Cross-Domain Sequential Recommendation | Mar 17, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Data-driven Regularized Inference Privacy | Oct 10, 2020 | Decision MakingDomain Adaptation | —Unverified | 0 |
| Federated Multi-View Learning for Private Medical Data Integration and Analysis | May 4, 2021 | Data IntegrationFederated Learning | —Unverified | 0 |
| Federated Nearest Neighbor Machine Translation | Feb 23, 2023 | Federated LearningMachine Translation | —Unverified | 0 |
| Federated Neural Collaborative Filtering | Jun 2, 2021 | Collaborative FilteringFederated Learning | —Unverified | 0 |
| FederatedNILM: A Distributed and Privacy-preserving Framework for Non-intrusive Load Monitoring based on Federated Deep Learning | Aug 8, 2021 | Deep LearningFederated Learning | —Unverified | 0 |
| A Deep Dive into Fairness, Bias, Threats, and Privacy in Recommender Systems: Insights and Future Research | Sep 19, 2024 | FairnessPrivacy Preserving | —Unverified | 0 |
| Federated Learning for Commercial Image Sources | Jul 17, 2025 | Federated Learningimage-classification | —Unverified | 0 |
| Federated Learning for Clinical Structured Data: A Benchmark Comparison of Engineering and Statistical Approaches | Nov 6, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning | Sep 3, 2023 | Continual LearningFederated Learning | —Unverified | 0 |
| Cross-device Federated Learning for Mobile Health Diagnostics: A First Study on COVID-19 Detection | Mar 13, 2023 | DiagnosticFederated Learning | —Unverified | 0 |
| Federated Privacy-preserving Collaborative Filtering for On-Device Next App Prediction | Feb 5, 2023 | Collaborative FilteringFederated Learning | —Unverified | 0 |
| Data Optimisation for a Deep Learning Recommender System | Jun 21, 2021 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| Federated Learning Empowered by Generative Content | Dec 10, 2023 | DiversityFederated Learning | —Unverified | 0 |