| Vertical Federated Learning without Revealing Intersection Membership | Jun 10, 2021 | AllFederated Learning | —Unverified | 0 |
| Fed-EINI: An Efficient and Interpretable Inference Framework for Decision Tree Ensembles in Federated Learning | May 20, 2021 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| PyVertical: A Vertical Federated Learning Framework for Multi-headed SplitNN | Apr 1, 2021 | Federated LearningVertical Federated Learning | CodeCode Available | 1 |
| A Federated Learning Framework for Smart Grids: Securing Power Traces in Collaborative Learning | Mar 22, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Secure Bilevel Asynchronous Vertical Federated Learning with Backward Updating | Mar 1, 2021 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Self-supervised Cross-silo Federated Neural Architecture Search | Jan 28, 2021 | Federated LearningNeural Architecture Search | —Unverified | 0 |
| Vertical federated learning based on DFP and BFGS | Jan 23, 2021 | Federated Learningregression | —Unverified | 0 |
| Federated Learning for Spoken Language Understanding | Dec 1, 2020 | Federated LearningIntent Detection | —Unverified | 0 |
| Feature Inference Attack on Model Predictions in Vertical Federated Learning | Oct 20, 2020 | Federated LearningInference Attack | CodeCode Available | 1 |
| A Vertical Federated Learning Method for Interpretable Scorecard and Its Application in Credit Scoring | Sep 14, 2020 | Federated LearningManagement | —Unverified | 0 |
| Hybrid Differentially Private Federated Learning on Vertically Partitioned Data | Sep 6, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedCVT: Semi-supervised Vertical Federated Learning with Cross-view Training | Aug 25, 2020 | Federated LearningRepresentation Learning | CodeCode Available | 0 |
| Privacy Preserving Vertical Federated Learning for Tree-based Models | Aug 14, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Large-Scale Secure XGB for Vertical Federated Learning | May 18, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Asymmetrical Vertical Federated Learning | Apr 16, 2020 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Multi-Participant Multi-Class Vertical Federated Learning | Jan 30, 2020 | feature selectionFederated Learning | —Unverified | 0 |
| A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression | Dec 1, 2019 | Federated Learningregression | —Unverified | 0 |
| Parallel Distributed Logistic Regression for Vertical Federated Learning without Third-Party Coordinator | Nov 22, 2019 | Federated Learningregression | —Unverified | 0 |
| Interpret Federated Learning with Shapley Values | May 11, 2019 | Feature ImportanceFederated Learning | CodeCode Available | 1 |
| Federated Machine Learning: Concept and Applications | Feb 13, 2019 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 |
