| Dual-Criterion Model Aggregation in Federated Learning: Balancing Data Quantity and Quality | Nov 12, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Bridging the Gap Between Foundation Models and Heterogeneous Federated Learning | Sep 30, 2023 | Federated LearningModel Compression | —Unverified | 0 | 0 |
| Application of federated learning techniques for arrhythmia classification using 12-lead ECG signals | Aug 23, 2022 | Decision MakingElectrocardiography (ECG) | —Unverified | 0 | 0 |
| A Federated Deep Learning Approach for Privacy-Preserving Real-Time Transient Stability Predictions in Power Systems | Mar 5, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| A Blockchain Solution for Collaborative Machine Learning over IoT | Nov 23, 2023 | Federated LearningIncremental Learning | —Unverified | 0 | 0 |
| DTW-SiameseNet: Dynamic Time Warped Siamese Network for Mispronunciation Detection and Correction | Mar 1, 2023 | Dynamic Time WarpingMetric Learning | —Unverified | 0 | 0 |
| dsLassoCov: a federated machine learning approach incorporating covariate control | Dec 11, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation | Apr 14, 2024 | Earth ObservationFederated Learning | —Unverified | 0 | 0 |
| DP-TrajGAN_ A privacy-aware trajectory generation model with differential privacy | Sep 26, 2022 | Generative Adversarial NetworkPrivacy Preserving | —Unverified | 0 | 0 |
| Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning | Apr 29, 2024 | Bayesian OptimizationBinary Classification | —Unverified | 0 | 0 |
| DPSNN: A Differentially Private Spiking Neural Network with Temporal Enhanced Pooling | May 24, 2022 | Face RecognitionImage Classification | —Unverified | 0 | 0 |
| Breaking Data Silos: Towards Open and Scalable Mobility Foundation Models via Generative Continual Learning | Jun 7, 2025 | Continual LearningFederated Learning | —Unverified | 0 | 0 |
| Brave: Byzantine-Resilient and Privacy-Preserving Peer-to-Peer Federated Learning | Jan 10, 2024 | Federated Learningimage-classification | —Unverified | 0 | 0 |
| A Federated Approach to Predict Emojis in Hindi Tweets | Oct 16, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| DPpack: An R Package for Differentially Private Statistical Analysis and Machine Learning | Sep 19, 2023 | DescriptivePrivacy Preserving | —Unverified | 0 | 0 |
| Brain Storm Optimization Based Swarm Learning for Diabetic Retinopathy Image Classification | Apr 24, 2024 | Federated Learningimage-classification | —Unverified | 0 | 0 |
| DPIS: An Enhanced Mechanism for Differentially Private SGD with Importance Sampling | Oct 18, 2022 | Feature EngineeringPrivacy Preserving | —Unverified | 0 | 0 |
| DP-HyPO: An Adaptive Private Hyperparameter Optimization Framework | Jun 9, 2023 | Hyperparameter OptimizationPrivacy Preserving | —Unverified | 0 | 0 |
| BPFISH: Blockchain and Privacy-preserving FL Inspired Smart Healthcare | Jul 24, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Personal Privacy Preserving Framework: I Let You Know Who Can See What | Jul 8, 2018 | DescriptiveMulti-Task Learning | —Unverified | 0 | 0 |
| A Federated Approach to Few-Shot Hate Speech Detection for Marginalized Communities | Dec 6, 2024 | Federated LearningFew-Shot Learning | —Unverified | 0 | 0 |
| Acoustic scattering AI for non-invasive object classifications: A case study on hair assessment | Jun 17, 2025 | ClassificationDeep Learning | —Unverified | 0 | 0 |
| DP-FP: Differentially Private Forward Propagation for Large Models | Dec 29, 2021 | Privacy PreservingPrivacy Preserving Deep Learning | —Unverified | 0 | 0 |
| Bounding the Invertibility of Privacy-preserving Instance Encoding using Fisher Information | May 6, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| DPD-InfoGAN: Differentially Private Distributed InfoGAN | Oct 22, 2020 | Privacy Preserving | —Unverified | 0 | 0 |