| Privacy-preserving Federated Adversarial Domain Adaption over Feature Groups for Interpretability | Nov 22, 2021 | Domain AdaptationFederated Learning | —Unverified | 0 | 0 |
| Privacy Preserving Vertical Federated Learning for Tree-based Models | Aug 14, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Quadratic Functional Encryption for Secure Training in Vertical Federated Learning | May 15, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Reducing Communication for Split Learning by Randomized Top-k Sparsification | May 29, 2023 | Federated LearningQuantization | —Unverified | 0 | 0 |
| Reliable Imputed-Sample Assisted Vertical Federated Learning | Jan 11, 2025 | Federated LearningMissing Values | —Unverified | 0 | 0 |
| Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties | Mar 28, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| RVFR: Robust Vertical Federated Learning via Feature Subspace Recovery | Sep 29, 2021 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Scalable Vertical Federated Learning via Data Augmentation and Amortized Inference | May 7, 2024 | Bayesian InferenceData Augmentation | —Unverified | 0 | 0 |
| Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization | Jun 28, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Secure Bilevel Asynchronous Vertical Federated Learning with Backward Updating | Mar 1, 2021 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| SecureBoost+: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision Tree | Oct 21, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| SecureBoost Hyperparameter Tuning via Multi-Objective Federated Learning | Jul 20, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| SecureCut: Federated Gradient Boosting Decision Trees with Efficient Machine Unlearning | Nov 22, 2023 | Federated LearningMachine Unlearning | —Unverified | 0 | 0 |
| Secure Forward Aggregation for Vertical Federated Neural Networks | Jun 28, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Self-supervised Cross-silo Federated Neural Architecture Search | Jan 28, 2021 | Federated LearningNeural Architecture Search | —Unverified | 0 | 0 |
| Spiking Neural Networks in Vertical Federated Learning: Performance Trade-offs | Jul 24, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Stalactite: Toolbox for Fast Prototyping of Vertical Federated Learning Systems | Sep 23, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Survey of Privacy Threats and Countermeasures in Federated Learning | Feb 1, 2024 | Federated LearningSurvey | —Unverified | 0 | 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 | 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 | 0 |
| TabVFL: Improving Latent Representation in Vertical Federated Learning | Apr 27, 2024 | Federated LearningRepresentation Learning | —Unverified | 0 | 0 |
| Towards Active Participant-Centric Vertical Federated Learning: Some Representations May Be All You Need | Oct 23, 2024 | AllFederated Learning | —Unverified | 0 | 0 |
| Towards Communication-efficient Vertical Federated Learning Training via Cache-enabled Local Updates | Jul 29, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Trading Off Privacy, Utility and Efficiency in Federated Learning | Sep 1, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Training on Fake Labels: Mitigating Label Leakage in Split Learning via Secure Dimension Transformation | Oct 11, 2024 | Binary ClassificationFederated Learning | —Unverified | 0 | 0 |
| Tree-based Models for Vertical Federated Learning: A Survey | Apr 3, 2025 | Federated LearningSurvey | —Unverified | 0 | 0 |
| UIFV: Data Reconstruction Attack in Vertical Federated Learning | Jun 18, 2024 | Federated LearningReconstruction Attack | —Unverified | 0 | 0 |
| Universal Adversarial Backdoor Attacks to Fool Vertical Federated Learning in Cloud-Edge Collaboration | Apr 22, 2023 | Binary ClassificationFederated Learning | —Unverified | 0 | 0 |
| Unlearning Clients, Features and Samples in Vertical Federated Learning | Jan 23, 2025 | Federated LearningInference Attack | —Unverified | 0 | 0 |
| VeFIA: An Efficient Inference Auditing Framework for Vertical Federated Collaborative Software | Jul 3, 2025 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| A Distributed Privacy Preserving Model for the Detection of Alzheimer's Disease | Dec 15, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Vertical Federated Continual Learning via Evolving Prototype Knowledge | Feb 13, 2025 | Continual LearningFederated Learning | —Unverified | 0 | 0 |
| Vertical Federated Image Segmentation | Jan 15, 2024 | Feature CompressionFederated Learning | —Unverified | 0 | 0 |
| Vertical Federated Learning: Concepts, Advances and Challenges | Nov 23, 2022 | FairnessFederated Learning | —Unverified | 0 | 0 |
| Vertical Federated Learning: A Structured Literature Review | Dec 1, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Vertical federated learning based on DFP and BFGS | Jan 23, 2021 | Federated Learningregression | —Unverified | 0 | 0 |
| Vertical Federated Learning: Challenges, Methodologies and Experiments | Feb 9, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Vertical Federated Learning for Failure-Cause Identification in Disaggregated Microwave Networks | Feb 5, 2025 | Federated LearningManagement | —Unverified | 0 | 0 |
| Vertical Federated Learning Hybrid Local Pre-training | May 20, 2024 | Federated LearningRepresentation Learning | —Unverified | 0 | 0 |
| Vertical Federated Learning in Practice: The Good, the Bad, and the Ugly | Feb 12, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization | May 4, 2023 | Federated LearningQuantization | —Unverified | 0 | 0 |
| Vertical Federated Learning: Taxonomies, Threats, and Prospects | Feb 3, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Vertical Federated Learning without Revealing Intersection Membership | Jun 10, 2021 | AllFederated Learning | —Unverified | 0 | 0 |
| Vertical Semi-Federated Learning for Efficient Online Advertising | Sep 30, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| VFedMH: Vertical Federated Learning for Training Multiple Heterogeneous Models | Oct 20, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Secure Vertical Federated Learning Under Unreliable Connectivity | May 26, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| VFLGAN-TS: Vertical Federated Learning-based Generative Adversarial Networks for Publication of Vertically Partitioned Time-Series Data | Sep 5, 2024 | AttributeFederated Learning | —Unverified | 0 | 0 |
| VFL-RPS: Relevant Participant Selection in Vertical Federated Learning | Feb 20, 2025 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| TreeCSS: An Efficient Framework for Vertical Federated Learning | Aug 3, 2024 | ClusteringFederated Learning | —Unverified | 0 | 0 |
| When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing | Feb 17, 2022 | ClassificationCPU | —Unverified | 0 | 0 |
