| Reliable Imputed-Sample Assisted Vertical Federated Learning | Jan 11, 2025 | Federated LearningMissing Values | —Unverified | 0 |
| Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties | Mar 28, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| RVFR: Robust Vertical Federated Learning via Feature Subspace Recovery | Sep 29, 2021 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Scalable Vertical Federated Learning via Data Augmentation and Amortized Inference | May 7, 2024 | Bayesian InferenceData Augmentation | —Unverified | 0 |
| Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization | Jun 28, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Secure Bilevel Asynchronous Vertical Federated Learning with Backward Updating | Mar 1, 2021 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| SecureBoost+: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision Tree | Oct 21, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| SecureBoost Hyperparameter Tuning via Multi-Objective Federated Learning | Jul 20, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| SecureCut: Federated Gradient Boosting Decision Trees with Efficient Machine Unlearning | Nov 22, 2023 | Federated LearningMachine Unlearning | —Unverified | 0 |
| Secure Forward Aggregation for Vertical Federated Neural Networks | Jun 28, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Self-supervised Cross-silo Federated Neural Architecture Search | Jan 28, 2021 | Federated LearningNeural Architecture Search | —Unverified | 0 |
| Spiking Neural Networks in Vertical Federated Learning: Performance Trade-offs | Jul 24, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Stalactite: Toolbox for Fast Prototyping of Vertical Federated Learning Systems | Sep 23, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Survey of Privacy Threats and Countermeasures in Federated Learning | Feb 1, 2024 | Federated LearningSurvey | —Unverified | 0 |
| Synesthesia of Machines (SoM)-Aided FDD Precoding with Sensing Heterogeneity: A Vertical Federated Learning Approach | Jan 19, 2025 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Synesthesia of Machines (SoM)-Aided Online FDD Precoding via Heterogeneous Multi-Modal Sensing: A Vertical Federated Learning Approach | Jun 9, 2025 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| TabVFL: Improving Latent Representation in Vertical Federated Learning | Apr 27, 2024 | Federated LearningRepresentation Learning | —Unverified | 0 |
| Towards Active Participant-Centric Vertical Federated Learning: Some Representations May Be All You Need | Oct 23, 2024 | AllFederated Learning | —Unverified | 0 |
| Federated Machine Learning: Concept and Applications | Feb 13, 2019 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 |
| FedCVT: Semi-supervised Vertical Federated Learning with Cross-view Training | Aug 25, 2020 | Federated LearningRepresentation Learning | CodeCode Available | 0 |
| Label Inference Attack against Split Learning under Regression Setting | Jan 18, 2023 | Federated LearningInference Attack | CodeCode Available | 0 |
| Efficient Vertical Federated Learning Method for Ridge Regression of Large-Scale Samples via Least-Squares Solution | Oct 26, 2022 | Data IntegrationFederated Learning | CodeCode Available | 0 |
| Constructing Adversarial Examples for Vertical Federated Learning: Optimal Client Corruption through Multi-Armed Bandit | May 7, 2024 | Federated LearningThompson Sampling | CodeCode Available | 0 |
| Label Privacy in Split Learning for Large Models with Parameter-Efficient Training | Dec 21, 2024 | Federated Learningparameter-efficient fine-tuning | CodeCode Available | 0 |
| A Differentially Private Blockchain-Based Approach for Vertical Federated Learning | Jul 9, 2024 | Federated LearningVertical Federated Learning | CodeCode Available | 0 |
