| Efficient Vertical Federated Learning with Secure Aggregation | May 18, 2023 | Federated LearningFraud Detection | —Unverified | 0 |
| EFMVFL: An Efficient and Flexible Multi-party Vertical Federated Learning without a Third Party | Jan 17, 2022 | Federated Learningregression | —Unverified | 0 |
| Eliminating Label Leakage in Tree-Based Vertical Federated Learning | Jul 19, 2023 | Federated LearningInference Attack | —Unverified | 0 |
| Entity Augmentation for Efficient Classification of Vertically Partitioned Data with Limited Overlap | Jun 25, 2024 | Entity AlignmentEntity Resolution | —Unverified | 0 |
| Event-Driven Online Vertical Federated Learning | Jun 17, 2025 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| FadMan: Federated Anomaly Detection across Multiple Attributed Networks | May 27, 2022 | Anomaly DetectionData Integration | —Unverified | 0 |
| Fair and efficient contribution valuation for vertical federated learning | Jan 7, 2022 | FairnessFederated Learning | —Unverified | 0 |
| Fault Tolerant Serverless VFL Over Dynamic Device Environment | Dec 27, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| FedAdOb: Privacy-Preserving Federated Deep Learning with Adaptive Obfuscation | Jun 3, 2024 | Deep LearningFederated Learning | —Unverified | 0 |
| FedAds: A Benchmark for Privacy-Preserving CVR Estimation with Vertical Federated Learning | May 15, 2023 | Federated LearningPrivacy Preserving | —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 |
| Federated Learning for Spoken Language Understanding | Dec 1, 2020 | Federated LearningIntent Detection | —Unverified | 0 |
| Federated Learning on Non-IID Data: A Survey | Jun 12, 2021 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Federated Learning Strategies for Coordinated Beamforming in Multicell ISAC | Jan 28, 2025 | Federated LearningISAC | —Unverified | 0 |
| FedGBF: An efficient vertical federated learning framework via gradient boosting and bagging | Apr 3, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing | Feb 17, 2022 | ClassificationCPU | —Unverified | 0 |
| Random Client Selection on Contrastive Federated Learning for Tabular Data | May 16, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Deep Latent Variable Model based Vertical Federated Learning with Flexible Alignment and Labeling Scenarios | May 16, 2025 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| A Bargaining-based Approach for Feature Trading in Vertical Federated Learning | Feb 23, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Active-Passive Federated Learning for Vertically Partitioned Multi-view Data | Sep 6, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning | Aug 16, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction | Jan 8, 2022 | FairnessFederated Learning | —Unverified | 0 |
| A Federated Learning Framework for Smart Grids: Securing Power Traces in Collaborative Learning | Mar 22, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A few-shot Label Unlearning in Vertical Federated Learning | Oct 14, 2024 | Computational EfficiencyFederated Learning | —Unverified | 0 |
| A GAN-based data poisoning framework against anomaly detection in vertical federated learning | Jan 17, 2024 | Anomaly DetectionData Poisoning | —Unverified | 0 |
| Large-Scale Secure XGB for Vertical Federated Learning | May 18, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| HashVFL: Defending Against Data Reconstruction Attacks in Vertical Federated Learning | Dec 1, 2022 | Federated LearningReconstruction Attack | —Unverified | 0 |
| A Multi-Token Coordinate Descent Method for Semi-Decentralized Vertical Federated Learning | Sep 18, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario | Oct 20, 2022 | Data PoisoningFederated Learning | —Unverified | 0 |
| An Information-Theoretic Analysis of The Cost of Decentralization for Learning and Inference Under Privacy Constraints | Oct 11, 2021 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| A Novel Framework of Horizontal-Vertical Hybrid Federated Learning for EdgeIoT | Oct 2, 2024 | Edge-computingFederated Learning | —Unverified | 0 |
| A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression | Dec 1, 2019 | Federated Learningregression | —Unverified | 0 |
| A Study of Secure Algorithms for Vertical Federated Learning: Take Secure Logistic Regression as an Example | Oct 30, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective | Feb 6, 2024 | Federated LearningSurvey | —Unverified | 0 |
| Towards Communication-efficient Vertical Federated Learning Training via Cache-enabled Local Updates | Jul 29, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Trading Off Privacy, Utility and Efficiency in Federated Learning | Sep 1, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Training on Fake Labels: Mitigating Label Leakage in Split Learning via Secure Dimension Transformation | Oct 11, 2024 | Binary ClassificationFederated Learning | —Unverified | 0 |
| Tree-based Models for Vertical Federated Learning: A Survey | Apr 3, 2025 | Federated LearningSurvey | —Unverified | 0 |
| UIFV: Data Reconstruction Attack in Vertical Federated Learning | Jun 18, 2024 | Federated LearningReconstruction Attack | —Unverified | 0 |
| Universal Adversarial Backdoor Attacks to Fool Vertical Federated Learning in Cloud-Edge Collaboration | Apr 22, 2023 | Binary ClassificationFederated Learning | —Unverified | 0 |
| Unlearning Clients, Features and Samples in Vertical Federated Learning | Jan 23, 2025 | Federated LearningInference Attack | —Unverified | 0 |
| VeFIA: An Efficient Inference Auditing Framework for Vertical Federated Collaborative Software | Jul 3, 2025 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| A Distributed Privacy Preserving Model for the Detection of Alzheimer's Disease | Dec 15, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Vertical Federated Continual Learning via Evolving Prototype Knowledge | Feb 13, 2025 | Continual LearningFederated Learning | —Unverified | 0 |
| Vertical Federated Image Segmentation | Jan 15, 2024 | Feature CompressionFederated Learning | —Unverified | 0 |
| Vertical Federated Learning: Concepts, Advances and Challenges | Nov 23, 2022 | FairnessFederated Learning | —Unverified | 0 |
| Vertical Federated Learning: A Structured Literature Review | Dec 1, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Vertical federated learning based on DFP and BFGS | Jan 23, 2021 | Federated Learningregression | —Unverified | 0 |
| Vertical Federated Learning: Challenges, Methodologies and Experiments | Feb 9, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 |
| Vertical Federated Learning for Failure-Cause Identification in Disaggregated Microwave Networks | Feb 5, 2025 | Federated LearningManagement | —Unverified | 0 |
