| Efficient Vertical Federated Learning with Secure Aggregation | May 18, 2023 | Federated LearningFraud Detection | —Unverified | 0 | 0 |
| EFMVFL: An Efficient and Flexible Multi-party Vertical Federated Learning without a Third Party | Jan 17, 2022 | Federated Learningregression | —Unverified | 0 | 0 |
| Eliminating Label Leakage in Tree-Based Vertical Federated Learning | Jul 19, 2023 | Federated LearningInference Attack | —Unverified | 0 | 0 |
| Entity Augmentation for Efficient Classification of Vertically Partitioned Data with Limited Overlap | Jun 25, 2024 | Entity AlignmentEntity Resolution | —Unverified | 0 | 0 |
| Event-Driven Online Vertical Federated Learning | Jun 17, 2025 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| FadMan: Federated Anomaly Detection across Multiple Attributed Networks | May 27, 2022 | Anomaly DetectionData Integration | —Unverified | 0 | 0 |
| Fair and efficient contribution valuation for vertical federated learning | Jan 7, 2022 | FairnessFederated Learning | —Unverified | 0 | 0 |
| Fault Tolerant Serverless VFL Over Dynamic Device Environment | Dec 27, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| FedAdOb: Privacy-Preserving Federated Deep Learning with Adaptive Obfuscation | Jun 3, 2024 | Deep LearningFederated Learning | —Unverified | 0 | 0 |
| FedAds: A Benchmark for Privacy-Preserving CVR Estimation with Vertical Federated Learning | May 15, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 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 | 0 |
| Federated Learning for Spoken Language Understanding | Dec 1, 2020 | Federated LearningIntent Detection | —Unverified | 0 | 0 |
| Federated Learning on Non-IID Data: A Survey | Jun 12, 2021 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 | 0 |
| Federated Learning Strategies for Coordinated Beamforming in Multicell ISAC | Jan 28, 2025 | Federated LearningISAC | —Unverified | 0 | 0 |
| FedGBF: An efficient vertical federated learning framework via gradient boosting and bagging | Apr 3, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation | Jan 30, 2023 | Deep LearningFederated Learning | —Unverified | 0 | 0 |
| FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning | Feb 21, 2023 | Feature Importancefeature selection | —Unverified | 0 | 0 |
| FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction | Jul 26, 2024 | Click-Through Rate PredictionFederated Learning | —Unverified | 0 | 0 |
| FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models | Apr 26, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| FEVERLESS: Fast and Secure Vertical Federated Learning based on XGBoost for Decentralized Labels | Sep 29, 2021 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Game of Privacy: Towards Better Federated Platform Collaboration under Privacy Restriction | Feb 10, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| GAN-based Vertical Federated Learning for Label Protection in Binary Classification | Feb 4, 2023 | Binary ClassificationFederated Learning | —Unverified | 0 | 0 |
| ExPLoit: Extracting Private Labels in Split Learning | Nov 25, 2021 | Federated LearningImage Classification | —Unverified | 0 | 0 |
| GTV: Generating Tabular Data via Vertical Federated Learning | Feb 3, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Hijack Vertical Federated Learning Models As One Party | Dec 1, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| HSTFL: A Heterogeneous Federated Learning Framework for Misaligned Spatiotemporal Forecasting | Sep 27, 2024 | energy managementFederated Learning | —Unverified | 0 | 0 |
| Hybrid Differentially Private Federated Learning on Vertically Partitioned Data | Sep 6, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective Federated Learning | Apr 6, 2024 | Bayesian OptimizationFederated Learning | —Unverified | 0 | 0 |
| ICAFS: Inter-Client-Aware Feature Selection for Vertical Federated Learning | Apr 15, 2025 | feature selectionFederated Learning | —Unverified | 0 | 0 |
| Incentive Allocation in Vertical Federated Learning Based on Bankruptcy Problem | Jul 7, 2023 | FairnessFederated Learning | —Unverified | 0 | 0 |
| Input Reconstruction Attack against Vertical Federated Large Language Models | Nov 7, 2023 | Federated LearningGPU | —Unverified | 0 | 0 |
| Is Vertical Logistic Regression Privacy-Preserving? A Comprehensive Privacy Analysis and Beyond | Jul 19, 2022 | Federated LearningPhilosophy | —Unverified | 0 | 0 |
| KDk: A Defense Mechanism Against Label Inference Attacks in Vertical Federated Learning | Apr 18, 2024 | Federated LearningKnowledge Distillation | —Unverified | 0 | 0 |
| Label Leakage and Protection from Forward Embedding in Vertical Federated Learning | Mar 2, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| LabObf: A Label Protection Scheme for Vertical Federated Learning Through Label Obfuscation | May 27, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning | May 3, 2023 | feature selectionFederated Learning | —Unverified | 0 | 0 |
| Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning | Aug 7, 2022 | Federated LearningScheduling | —Unverified | 0 | 0 |
| Multi-Participant Multi-Class Vertical Federated Learning | Jan 30, 2020 | feature selectionFederated Learning | —Unverified | 0 | 0 |
| Multi-VFL: A Vertical Federated Learning System for Multiple Data and Label Owners | Jun 10, 2021 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Mutual Information Regularization for Vertical Federated Learning | Jan 1, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Online Vertical Federated Learning for Cooperative Spectrum Sensing | Dec 18, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| PackVFL: Efficient HE Packing for Vertical Federated Learning | May 1, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Parallel Distributed Logistic Regression for Vertical Federated Learning without Third-Party Coordinator | Nov 22, 2019 | Federated Learningregression | —Unverified | 0 | 0 |
| PBM-VFL: Vertical Federated Learning with Feature and Sample Privacy | Jan 23, 2025 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| PIVODL: Privacy-preserving vertical federated learning over distributed labels | Aug 25, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Practical and General Backdoor Attacks against Vertical Federated Learning | Jun 19, 2023 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Privacy Against Agnostic Inference Attacks in Vertical Federated Learning | Feb 10, 2023 | Federated LearningInference Attack | —Unverified | 0 | 0 |
| Privacy Against Inference Attacks in Vertical Federated Learning | Jul 24, 2022 | Federated LearningInference Attack | —Unverified | 0 | 0 |
| Privacy-Preserving Data Fusion for Traffic State Estimation: A Vertical Federated Learning Approach | Jan 22, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Privacy-preserving design of graph neural networks with applications to vertical federated learning | Oct 31, 2023 | Federated LearningGraph Representation Learning | —Unverified | 0 | 0 |
