| De-VertiFL: A Solution for Decentralized Vertical Federated Learning | Oct 8, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| ADI: Adversarial Dominating Inputs in Vertical Federated Learning Systems | Jan 8, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Large-Scale Secure XGB for Vertical Federated Learning | May 18, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 | 0 |
| Desirable Companion for Vertical Federated Learning: New Zeroth-Order Gradient Based Algorithm | Mar 19, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Denoising and Adaptive Online Vertical Federated Learning for Sequential Multi-Sensor Data in Industrial Internet of Things | Jan 3, 2025 | DenoisingFederated Learning | —Unverified | 0 | 0 |
| Differentially Private AUC Computation in Vertical Federated Learning | May 24, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization | Sep 26, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Differentially Private Vertical Federated Learning | Nov 13, 2022 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Defending Label Inference Attacks in Split Learning under Regression Setting | Aug 18, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| DVFL: A Vertical Federated Learning Method for Dynamic Data | Nov 5, 2021 | Federated LearningKnowledge Distillation | —Unverified | 0 | 0 |
| Efficient Batch Homomorphic Encryption for Vertically Federated XGBoost | Dec 8, 2021 | Federated LearningQuantization | —Unverified | 0 | 0 |
| Batch Label Inference and Replacement Attacks in Black-Boxed Vertical Federated Learning | Dec 10, 2021 | Federated LearningInference Attack | —Unverified | 0 | 0 |
| Asymmetrical Vertical Federated Learning | Apr 16, 2020 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| A GAN-based data poisoning framework against anomaly detection in vertical federated learning | Jan 17, 2024 | Anomaly DetectionData Poisoning | —Unverified | 0 | 0 |
| Defending against Reconstruction Attack in Vertical Federated Learning | Jul 21, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Deep Learning Aided Broadcast Codes with Feedback | Oct 22, 2024 | Deep LearningFederated Learning | —Unverified | 0 | 0 |
| Decoupled Vertical Federated Learning for Practical Training on Vertically Partitioned Data | Mar 6, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Data Valuation for Vertical Federated Learning: A Model-free and Privacy-preserving Method | Dec 15, 2021 | Data ValuationFederated Learning | —Unverified | 0 | 0 |
| A Survey on Vertical Federated Learning: From a Layered Perspective | Apr 4, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Active-Passive Federated Learning for Vertically Partitioned Multi-view Data | Sep 6, 2024 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Deep Latent Variable Model based Vertical Federated Learning with Flexible Alignment and Labeling Scenarios | May 16, 2025 | Federated LearningVertical Federated Learning | —Unverified | 0 | 0 |
| Cross-Modal Vertical Federated Learning for MRI Reconstruction | Jun 5, 2023 | DisentanglementFederated Learning | —Unverified | 0 | 0 |
| A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective | Feb 6, 2024 | Federated LearningSurvey | —Unverified | 0 | 0 |
| Cooperative Decentralized Backdoor Attacks on Vertical Federated Learning | Jan 16, 2025 | Backdoor AttackFederated Learning | —Unverified | 0 | 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 | 0 |
